Our Faculty

Year : 2024

CoRePooL – Corpus for Resource‐Poor Languages: Badaga Speech Corpus

Cite this Research Publication : CoRePooL—Corpus for Resource‐Poor Languages: Badaga Speech Corpus,
H.B. Barathi Ganesh, G. Jyothish Lal, R. Jairam, K.P. Soman, N.S. Kamal, B. Sharmila, Automatic Speech Recognition and Translation for Low Resource Languages, 193-211, 2024

Year : 2023

Analysis of Machine Learning and Deep Learning Algorithms for Detection of Brain Disorders Using MRI Data

Cite this Research Publication : Sudharsan, Deepthi, S. Isha Indhu, Kavya S. Kumar, Lakshaya Karthikeyan, L. Srividhya, V. Sowmya, E. A. Gopalakrishnan, and K. P. Soman. "Analysis of Machine Learning and Deep Learning Algorithms for Detection of Brain Disorders Using MRI Data." In Artificial Intelligence on Medical Data, pp. 39-46. Springer, Singapore, 2023.

Publisher : In Artificial Intelligence on Medical Data

Year : 2022

Segmentation of Epiphytes in Grayscale Images Using a CNN-Transformer Hybrid Architecture

Cite this Research Publication : Rahesh, R., V. V. Sajith Variyar, Ramesh Sivanpillai, V. Sowmya, K. P. Soman, and Gregory K. Brown. "Segmentation of Epiphytes in Grayscale Images Using a CNN-Transformer Hybrid Architecture." In Data Engineering and Intelligent Computing, pp. 119-129. Springer, Singapore, 2022.

Publisher : Springer

Year : 2022

Epiphyte Segmentation using DRU-Net

Cite this Research Publication : Menon, Anjana K., V. V. Sajith Variyar, Ramesh Sivanpillai, V. Sowmya, Gregory K. Brown, and K. P. Soman. "Epiphyte Segmentation using DRU-Net." In Data Engineering and Intelligent Computing, pp. 101-108. Springer, Singapore, 2022.

Publisher : Springer

Year : 2022

Geometrical Feature Extraction of CAD Models with Fully Convolutional Networks

Cite this Research Publication : Jain, Gokul S., H. B. Ganesh, N. S. Kamal, V. V. Variyar, V. Sowmya, and K. P. Soman. "Geometrical Feature Extraction of CAD Models with Fully Convolutional Networks." In Advanced Machine Intelligence and Signal Processing, pp. 845-853. Springer, Singapore, 2022.

Publisher : Springer

Year : 2022

Synthetic Data Augmentation of MRI using Generative Variational Autoencoder for Parkinson’s Disease Detection

Cite this Research Publication : Madan, Yamini, Iswarya Kannoth Veetil, Gopalakrishnan EA, and Soman KP. "Synthetic Data Augmentation of MRI using Generative Variational Autoencoder for Parkinson’s Disease Detection." In Evolution in Computational Intelligence, pp. 171-178. Springer, Singapore, 2022.

Publisher : Springer

Year : 2022

Geometry-Based Machining Feature Retrieval with Inductive Transfer Learning

Cite this Research Publication : Kamal, N. S., H. B. Barathi Ganesh, V. V. Sajith Variyar, V. Sowmya, and K. P. Soman. "Geometry-Based Machining Feature Retrieval with Inductive Transfer Learning." In Intelligent Data Engineering and Analytics, pp. 31-39. Springer, Singapore, 2022.

Publisher : In Intelligent Data Engineering and Analytics

Year : 2022

Classification of Class-Imbalanced Diabetic Retinopathy Images Using the Synthetic Data Creation by Generative Models

Cite this Research Publication : Kumar, Krishanth, V. Sowmya, E. A. Gopalakrishnan, and K. P. Soman. "Classification of Class-Imbalanced Diabetic Retinopathy Images Using the Synthetic Data Creation by Generative Models." In Intelligent Sustainable Systems, pp. 15-24. Springer, Singapore, 2022.

Publisher : Springer

Year : 2022

Deep Learning-Based Approach for Parkinson’s Disease Detection Using Region of Interest

Cite this Research Publication : Madan, Yamini, Iswarya Kannoth Veetil, V. Sowmya, E. A. Gopalakrishnan, and K. P. Soman. "Deep Learning-Based Approach for Parkinson’s Disease Detection Using Region of Interest." In Intelligent Sustainable Systems, pp. 1-13. Springer, Singapore, 2022.

Publisher : Springer

Year : 2022

Detection of Cardiac Disease with Less Number of Electrocardiogram Sensor Samples Using Chebyshev

Cite this Research Publication : Bhanu Prakash, M., K. Sanjana, B. Ganga Gowri, V. Sowmya, E. A. Gopalakrishnan, and K. P. Soman. "Detection of Cardiac Disease with Less Number of Electrocardiogram Sensor Samples Using Chebyshev." In Intelligent Vision in Healthcare, pp. 75-86. Springer, Singapore, 2022.

Publisher : Springer

Year : 2021

Hybrid Machine Translation System for the Translation of Simple English Prepositions and Periphrastic Causative Constructions from English to Hindi

Cite this Research Publication : Jyothi Ratnam D, Soman K. P., Biji Mol T. K., Priya M. G., Premjith B. “Hybrid Machine Translation System for the Translation of Simple English Prepositions and Periphrastic Causative Constructions from English to Hindi” . EAI/Springer Innovations in Communication and Computing. 2021. Pp. 247-263.

Publisher : Springer

Year : 2021

Performance Analysis of Deep Learning Models for Biomedical Image Segmentation

Cite this Research Publication : T. K. Saj Sachin, Sowmya V., and Dr. Soman K. P., “Performance Analysis of Deep Learning Models for Biomedical Image Segmentation”, in Deep Learning for Biomedical Applications, 1st Editionst ed., CRC Press, 2021, pp. 83–100.

Publisher : CRC Press

Year : 2021

Hybrid Machine Translation System for the Translation of Simple English Prepositions and Periphrastic Causative Constructions from English to Hindi

Cite this Research Publication : Jyothi D. Ratnam, Dr. Soman K. P., Bijimol T. K., Priya M. G., and B. Premjith, “Hybrid Machine Translation System for the Translation of Simple English Prepositions and Periphrastic Causative Constructions from English to Hindi”, in Applications in Ubiquitous Computing, R. Kumar and Paiva, S., Eds. Cham: Springer International Publishing, 2021, pp. 247–263.

Publisher : Springer International Publishing, Cham

Year : 2021

Ontological Structure-Based Retrieval System for Tamil

Cite this Research Publication : R. Sankaravelayuthan, Dr. Soman K. P., Anandkumar, M., and Sankaralingam, C., “Ontological Structure-Based Retrieval System for Tamil”, in Applications in Ubiquitous Computing , 2021, pp. 197-223.

Publisher : Applications in Ubiquitous Computing

Year : 2021

Performance Analysis of Segmentor Adversarial Network (SegAN) on Bio-Medical Images for Image Segmentation

Cite this Research Publication : S. Saj T. K, Vishvanathan, S., and Dr. Soman K. P., “Performance Analysis of Segmentor Adversarial Network (SegAN) on Bio-Medical Images for Image Segmentation”, in Advances in Automation, Signal Processing, Instrumentation, and Control, 2021, pp. 751-758.

Publisher : Advances in Automation, Signal Processing, Instrumentation,

Year : 2021

Tuberculosis Classification Using Pre-trained Deep Learning Models

Cite this Research Publication : G. Babu, K, S. Saj T., Vishvanathan, S., and Dr. Soman K. P., “Tuberculosis Classification Using Pre-trained Deep Learning Models”, in Advances in Automation, Signal Processing, Instrumentation, and Control, Select Proceedings of i-CASIC 2020, 2021, pp. 767-774.

Publisher : Advances in Automation, Signal Processing, Instrumentation, and Control, Select Proceedings of i-CASIC 2020

Year : 2021

Multi-task data driven modelling based on transfer learned features in deep learning for biomedical application

Cite this Research Publication : H. N., B., R., V, S., V., K. Menon, E.A., G., V.V., S. Variyar, and Dr. Soman K. P., “Multi-task data driven modelling based on transfer learned features in deep learning for biomedical application”, in Lecture Notes in Networks and Systems, vol. 171, 2021.

Publisher : Lecture Notes in Networks and Systems

Year : 2020

Modern Signal Processing with Linear Algebra and Optimization

Cite this Research Publication : Dr. Soman K. P., Sachin Kumar S., and Neethu Mohan, “Modern Signal Processing with Linear Algebra and Optimization”, in Modern Signal Processing with Linear Algebra and Optimization, vol. Vol 1 – Linear Algebra for Signal Processing , 2020.

Year : 2020

Extraction of Named Entities from Social Media Text in Tamil Language Using N-Gram Embedding for Disaster Management

Cite this Research Publication : R. G. Devi, M. Kumar, A., and Dr. Soman K. P., “Extraction of Named Entities from Social Media Text in Tamil Language Using N-Gram Embedding for Disaster Management”, in Nature-Inspired Computation in Data Mining and Machine Learning, X. - S. Yang and He, X. - S., Eds. Cham: Springer International Publishing, 2020, pp. 207–223.

Publisher : Springer International Publishing, Cham

Year : 2020

DeepDGA-MINet: Cost-Sensitive Deep Learning Based Framework for Handling Multiclass Imbalanced DGA Detection

Cite this Research Publication : R. Vinayakumar, Dr. Soman K. P., and Poornachandran, P., “DeepDGA-MINet: Cost-Sensitive Deep Learning Based Framework for Handling Multiclass Imbalanced DGA Detection”, in Handbook of Computer Networks and Cyber Security: Principles and Paradigms, B. B. Gupta, Perez, G. Martinez, Agrawal, D. P., and Gupta, D., Eds. Cham: Springer International Publishing, 2020, pp. 905–928.

Publisher : Springer International Publishing, Cham

Year : 2020

Musculoskeletal Radiographs Classification using Deep Learning

Cite this Research Publication : N. Harini, Ramji, B., Sriram, S., Sowmya V., and Soman, K. P., “Musculoskeletal Radiographs Classification using Deep Learning”, in Deep Learning for Data Analytics, H. Das, Pradhan, C., and Dey, N., Eds. Academic Press, 2020, pp. 79-98, Academic Press.

Year : 2020

Single-layer Convolution Neural Network for Cardiac Disease Classification using Electrocardiogram Signals

Cite this Research Publication : P. Gopika, Krishnendu, C. S., M. Chandana, H., Ananthakrishnan, S., Sowmya V., Gopalakrishnan, E. A., and Soman, K. P., “Single-layer Convolution Neural Network for Cardiac Disease Classification using Electrocardiogram Signals”, in Deep Learning for Data Analytics, H. Das, Pradhan, C., and Dey, N., Eds. Academic Press, 2020, pp. 21-35, Academic Press.

Publisher : Deep Learning for Data Analytics, Academic Press

Year : 2020

Transferable Approach for Cardiac Disease Classification using Deep Learning

Cite this Research Publication : P. Gopika, Sowmya V., Gopalakrishnan, E. A., and Dr. Soman K. P., “Transferable Approach for Cardiac Disease Classification using Deep Learning”, in Deep Learning Techniques for Biomedical and Health Informatics, B. Agarwal, Balas, V. Emilia, Jain, L. C., Poonia, R. Chandra, and Manisha,, Eds. Academic Press, 2020, pp. 285-303, Academic Press.

Publisher : Deep Learning Techniques for Biomedical and Health Informatics, Academic Press

Year : 2020

Stereo Camera and LIDAR Sensor Fusion-Based Collision Warning System for Autonomous Vehicles

Cite this Research Publication : A. Dinesh Kumar, Karthika, R., and Dr. Soman K. P., “Stereo Camera and LIDAR Sensor Fusion-Based Collision Warning System for Autonomous Vehicles”, in Advances in Computational Intelligence Techniques, S. Jain, Sood, M., and Paul, S., Eds. Singapore: Springer Singapore, 2020, pp. 239–252.

Publisher : Springer Singapore

Year : 2020

Performance Analysis of NASNet on Unconstrained Ear Recognition

Cite this Research Publication : K. Radhika, Devika, K., Aswathi, T., Sreevidya, P., Sowmya V., and Dr. Soman K. P., “Performance Analysis of NASNet on Unconstrained Ear Recognition”, in Nature Inspired Computing for Data Science, Springer International Publishing, 2020, pp. 57-82, Springer, Cham.

Publisher : Springer International Publishing

Year : 2020

Open Set Domain Adaptation for Hyperspectral Image Classification Using Generative Adversarial Network

Cite this Research Publication : S. Nirmal, Sowmya, V., and Dr. Soman K. P., “Open Set Domain Adaptation for Hyperspectral Image Classification Using Generative Adversarial Network”, in Lecture Notes in Networks and Systems, G. Ranganathan, Chen, J., and Rocha, Á., Eds. 2020.

Publisher : Lecture Notes in Networks and Systems

Year : 2020

Dynamic Mode Decomposition and Its Application in Various Domains: An Overview

Cite this Research Publication : Neethu Mohan, Sachin Kumar S, Akshay S, KP Soman, Dynamic mode decomposition and its application in various domains- An overview, EAI/Springer book Recent Advances in Ubiquitous Computing, 2020

Publisher : Springer

Year : 2020

Resolving Polysemy in Malayalam Verbs Using Context Similarity

Cite this Research Publication : Mohanraj, Sachin Kumar S, S Rajendran, KP Soman, Resolving polysemy in Malayalam verbs using context similarity, EAI/Springer book Recent Advances in Ubiquitous Computing, 2020

Publisher : EAI/Springer book Recent Advances in Ubiquitous Computing

Year : 2019

Deep Learning Framework for Cyber Threat Situational Awareness Based on Email and URL Data Analysis

Cite this Research Publication : R. Vinayakumar, Dr. Soman K. P., Prabaharan Poornachandran, Akarsh, S., and Elhoseny, M., “Deep Learning Framework for Cyber Threat Situational Awareness Based on Email and URL Data Analysis”, in Cybersecurity and Secure Information Systems: Challenges and Solutions in Smart Environments, A. Ella Hassanien and Elhoseny, M., Eds. Cham: Springer International Publishing, 2019, pp. 87–124.

Publisher : Springer International Publishing

Year : 2019

Improved DGA Domain Names Detection and Categorization Using Deep Learning Architectures with Classical Machine Learning Algorithms

Cite this Research Publication : R. Vinayakumar, Dr. Soman K. P., Prabaharan Poornachandran, Akarsh, S., and Elhoseny, M., “Improved DGA Domain Names Detection and Categorization Using Deep Learning Architectures with Classical Machine Learning Algorithms”, in Cybersecurity and Secure Information Systems: Challenges and Solutions in Smart Environments, A. Ella Hassanien and Elhoseny, M., Eds. Cham: Springer International Publishing, 2019, pp. 161–192.

Publisher : Springer International Publishing, Cham

Year : 2019

DBD: Deep Learning DGA-Based Botnet Detection

Cite this Research Publication : R. Vinayakumar, Dr. Soman K. P., Poornachandran, P., Alazab, M., and Jolfaei, A., “DBD: Deep Learning DGA-Based Botnet Detection”, in Deep Learning Applications for Cyber Security, M. Alazab and Tang, M. J., Eds. Cham: Springer International Publishing, 2019, pp. 127–149.

Publisher : Springer International Publishing,

Year : 2019

Application of Deep Learning Architectures for Cyber Security

Cite this Research Publication : R. Vinayakumar, Dr. Soman K. P., Prabaharan Poornachandran, and Akarsh, S., “Application of Deep Learning Architectures for Cyber Security”, in Cybersecurity and Secure Information Systems: Challenges and Solutions in Smart Environments, A. Ella Hassanien and Elhoseny, M., Eds. Cham: Springer International Publishing, 2019, pp. 125–160.

Publisher : Springer International Publishing, Cham

Year : 2019

A Detailed Investigation and Analysis of Deep Learning Architectures and Visualization Techniques for Malware Family Identification

Cite this Research Publication : S. Akarsh, Prabaharan Poornachandran, Menon, V. Krishna, and Dr. Soman K. P., “A Detailed Investigation and Analysis of Deep Learning Architectures and Visualization Techniques for Malware Family Identification”, in Cybersecurity and Secure Information Systems: Challenges and Solutions in Smart Environments, A. Ella Hassanien and Elhoseny, M., Eds. Cham: Springer International Publishing, 2019, pp. 241–286.

Publisher : Springer International Publishing

Year : 2019

Enhanced Domain Generating Algorithm Detection Based on Deep Neural Networks

Cite this Research Publication : A. Dinesh Kumar, Thodupunoori, H., Vinayakumar, R., Dr. Soman K. P., Poornachandran, P., Alazab, M., and Venkatraman, S., “Enhanced Domain Generating Algorithm Detection Based on Deep Neural Networks”, in Deep Learning Applications for Cyber Security, M. Alazab and Tang, M. J., Eds. Cham: Springer International Publishing, 2019, pp. 151–173.

Publisher : Springer International Publishing

Year : 2019

Time Split Based Pre-processing with a Data-Driven Approach for Malicious URL Detection

Cite this Research Publication : N. B. Harikrishnan, Vinayakumar, R., Dr. Soman K. P., and Prabaharan Poornachandran, “Time Split Based Pre-processing with a Data-Driven Approach for Malicious URL Detection”, in Cybersecurity and Secure Information Systems: Challenges and Solutions in Smart Environments, A. Ella Hassanien and Elhoseny, M., Eds. Cham: Springer International Publishing, 2019, pp. 43–65.

Publisher : Springer International Publishing, Cham

Year : 2019

Modern Time-Frequency Techniques for Signal Analysis and its Applications

Cite this Research Publication : Neethu Mohan, Sachin Kumar S, K P Soman, Modern Time-Frequency Techniques for Signal Analysis and its Applications, Studies in Computational Intelligence, Springer, 2019

Publisher : Springer

Year : 2019

Identifying Sentiment of Malayalam Tweets Using Deep Learning

Cite this Research Publication : Sachin Kumar S, M Anand Kumar, K P Soman, Identifying Sentiment of Malayalam Tweets using Deep Learning, Springer Digital Business, Springer Cham, pp 391-408, 2019

Publisher : Springer Cham

Year : 2019

Corpus, Malayalam Computing Book

Cite this Research Publication : B. Premjith and Dr. Soman K. P., “Corpus, Malayalam Computing Book”, in Kerala Bhasha Institute, 2019, pp. 20-40.

Publisher : Kerala Bhasha Institute

Year : 2019

A Deep Learning Approach for Patch-based Disease Diagnosis from Microscopic Images

Cite this Research Publication : A. Simon, Vinayakumar, R., Sowmya V., Soman, K. Padannayil, and Gopalakrishnan, E. Anathanara, “A Deep Learning Approach for Patch-based Disease Diagnosis from Microscopic Images”, in Classification Techniques for Medical Image Analysis and Computer Aided Diagnosis, N. Dey, Ed. Academic Press, 2019, pp. 109-127, Academic Press.

Publisher : Classification Techniques for Medical Image Analysis and Computer Aided Diagnosis, Academic Press

Year : 2019

Word Sense Disambiguation in Malayalam using Noun

Cite this Research Publication : Mohanraj, Sachin Kumar S, S Rajendran, K P Soman, Word Sense Disambiguation in Malayalam using Noun, Studies in Computational Intelligence, Springer, 2019

Publisher : Springer

Year : 2019

Translation equivalence for english periphrastic causative constructions into hindi in the context of english to hindi machine translation system

Cite this Research Publication : Jyothi D. Ratnam, Dr. Soman K. P., Mol, T. K. Biji, and Priya, M. G., “Translation equivalence for english periphrastic causative constructions into hindi in the context of english to hindi machine translation system”, in Studies in Computational Intelligence, vol. 823, Springer Verlag, 2019, pp. 371-392. DOI: https://doi.org/10.1007/978-3-03-12500-4_21

Publisher : Springer Verlag

Year : 2019

Significance of global vectors representation in protein sequences analysis

Cite this Research Publication : A. George, Ganesh, H. B. Barathi, M. Kumar, A., and Dr. Soman K. P., “Significance of global vectors representation in protein sequences analysis”, in Lecture Notes in Computational Vision and Biomechanics, vol. 31, Springer Netherlands, 2019, pp. 261-269.

Publisher : Springer Netherlands

Year : 2019

Scene classification using transfer learning

Cite this Research Publication : N. Damodaran, Sowmya V., Govind, D., and Dr. Soman K. P., “Scene Classification using transfer Learning”, in Studies in Computational Intelligence, vol. 804, Springer Verlag, 2019, pp. 363-399, Springer, Cham.

Publisher : Springer Verlag

Year : 2019

Relation extraction using convolutional neural networks

Cite this Research Publication : V. Hariharan, M. Kumar, A., and Dr. Soman K. P., “Relation extraction using convolutional neural networks”, in Lecture Notes in Computational Vision and Biomechanics, vol. 30, Springer Netherlands, 2019, pp. 937-944.

Publisher : Springer Netherlands

Year : 2019

Named Entity Recognition in Tamil Language Using Recurrent Based Sequence Model

Cite this Research Publication : V. Hariharan, M. Kumar, A., and Dr. Soman K. P., “Named Entity Recognition in Tamil Language Using Recurrent Based Sequence Model”, in Lecture Notes in Networks and Systems, vol. 74, Springer, 2019, pp. 91-99.

Publisher : Springer

Year : 2019

Modern methods for signal analysis and its applications

Cite this Research Publication : KP Soman, Sachin Kumar S, Neethu Mohan, Prabaharan P, Modern Methods for Signal Analysis and Its Applications, Recent Advances in Computational Intelligence, Vol 823, pp 263-290, Springer Cham, 2019

Publisher : Springer Cham

Year : 2019

Hyperspectral image: Fundamentals and advances

Cite this Research Publication : Sowmya V., Dr. Soman K. P., and Hassaballah, M., “Hyperspectral image: Fundamentals and advances”, in Studies in Computational Intelligence, vol. 804, Springer Verlag, 2019, pp. 401-424, Springer, Cham.

Publisher : Springer Verlag

Year : 2019

Embedding linguistic features in word embedding for preposition sense disambiguation in english—Malayalam machine translation context

Cite this Research Publication : B. Premjith, Dr. Soman K. P., Anand Kumar M., and Jyothi Ratnam D., “Embedding linguistic features in word embedding for preposition sense disambiguation in english—Malayalam machine translation context”, Studies in Computational Intelligence, vol. 823, pp. 341-370, 2019.

Publisher : Springer Verlag

Year : 2019

Distributed representation of healthcare text through qualitative and quantitative analysis

Cite this Research Publication : J. R. Naveen, Ganesh, H. B. Barathi, M. Kumar, A., and Dr. Soman K. P., “Distributed representation of healthcare text through qualitative and quantitative analysis”, in Lecture Notes in Computational Vision and Biomechanics, vol. 31, Springer Netherlands, 2019, pp. 227-237.

Publisher : Springer Netherlands

Year : 2019

A comparative analysis of machine comprehension using deep learning models in code-mixed hindi language

Cite this Research Publication : S. Viswanathan, M. Kumar, A., and Dr. Soman K. P., “A comparative analysis of machine comprehension using deep learning models in code-mixed hindi language”, in Studies in Computational Intelligence, vol. 823, Springer Verlag, 2019, pp. 315-339.

Publisher : Springer Verlag

Year : 2018

Scalable Framework for Cyber Threat Situational Awareness Based on Domain Name Systems Data Analysis

Cite this Research Publication : R. Vinayakumar, Poornachandran, P., and Dr. Soman K. P., “Scalable Framework for Cyber Threat Situational Awareness Based on Domain Name Systems Data Analysis”, in Big Data in Engineering Applications, S. Sekhar Roy, Samui, P., Deo, R., and Ntalampiras, S., Eds. Singapore: Springer Singapore, 2018, pp. 113–142.

Publisher : Big Data in Engineering Applications, Springer Singapore, Singapore, p.113–142 .

Year : 2018

Sense disambiguation of English simple prepositions in the context of English-Hindi machine translation system

Cite this Research Publication : D. Jyothi Ratnam, Dr. M. Anand Kumar, B. Premjith, Dr. Soman K. P., and S. Rajendran, Sense disambiguation of English simple prepositions in the context of English-Hindi machine translation system. Springer Singapore, 2018, pp. 245-268.

Publisher : Springer Singapore

Year : 1995

Fuzzy Sets and Probability Theory in Reliability and Safety Related Problem

Cite this Research Publication : Dr. Soman K. P., “Fuzzy Sets and Probability Theory in Reliability and Safety Related Problem”, in Reliability and Safety Analyses under Fuzziness, 1995.

Publisher : Reliability and Safety Analyses under Fuzziness

Year : 2024

Disease prediction mechanisms on large-scale big data with explainable deep learning models for multi-label classification problems in healthcare

Cite this Research Publication : Ganeshkumar, M., V. Sowmya, E. A. Gopalakrishnan, and K. P. Soman. "Disease prediction mechanisms on large-scale big data with explainable deep learning models for multi-label classification problems in healthcare." Healthcare Big Data Analytics: Computational Optimization and Cohesive Approaches 10 (2024): 207

Year : 2022

Unsupervised Deep Learning Approach for the Identification of Intracranial Haemorrhage in CT Images Using PCA-Net and K-Means Algorithm

Cite this Research Publication : Ganeshkumar, M., V. Sowmya, E. A. Gopalakrishnan, and K. P. Soman. "Unsupervised Deep Learning Approach for the Identification of Intracranial Haemorrhage in CT Images Using PCA-Net and K-Means Algorithm." In Intelligent Vision in Healthcare, pp. 23-31. Springer, Singapore, 2022

Publisher : Springer

Year : 2022

Odonata identification using Customized Convolutional Neural Networks

Cite this Research Publication : Theivaprakasham, Hari, S. Darshana, Vinayakumar Ravi, V. Sowmya, E. A. Gopalakrishnan, and K. P. Soman. "Odonata identification using Customized Convolutional Neural Networks." Expert Systems with Applications (2022): 117688. (IF:8.665 CiteScore: 12.2 Q1: 97 percentile).

Publisher : Expert Systems with Applications 

Year : 2021

Effect of Annotation and Loss Function on Epiphyte Identification using Conditional Generative Adversarial Network

Cite this Research Publication : S. Aswin; V.V. Sajithvariyar; Ramesh Sivanpillai; V. Sowmya; Gregory K Brown; A. Shashank; K. P. Soman "Effect of Annotation and Loss Function on Epiphyte Identification using Conditional Generative Adversarial Network", 2021 International Conference on Advances in Electrical, Computing, Communication and Sustainable Technologies (ICAECT)

Publisher : IEEE

Year : 2021

Explainable Deep Learning-Based Approach for Multilabel Classification of Electrocardiogram

Cite this Research Publication : G. M., Vinayakumar Ravi, Sowmya V., Dr. E. A. Gopalakrishnan, and Dr. Soman K. P., “Explainable Deep Learning-Based Approach for Multilabel Classification of Electrocardiogram”, IEEE Transactions on Engineering Management (IF: 6.146 Citescore: 4.3 Q1: 76 percentile), pp. 1-13, 2021.

Publisher : IEEE Transactions on Engineering Management

Year : 2021

Deep Learning Approach for the Morphological Synthesis in Malayalam and Tamil at the Character Level

Cite this Research Publication : Premjith, B., Soman, K.P., Deep Learning Approach for the Morphological Synthesis in Malayalam and Tamil at the Character Level, (2021) ACM Transactions on Asian and Low-Resource Language Information Processing, 20 (6), art. no. 94, . DOI: 10.1145/3457976

Publisher : ACM Transactions on Asian and Low-Resource Language Information Processing

Year : 2021

Exploring a genotype based formalisation for tree adjoining grammar derivations

Cite this Research Publication : V. Krishna Menon and Dr. Soman K. P., “Exploring a genotype based formalisation for tree adjoining grammar derivations”, International Journal of Information Technology (Singapore), 2021.

Publisher : International Journal of Information Technology (Singapore)

Year : 2021

CNN based classification of motor imaginary using variational mode decomposed EEG-spectrum image

Cite this Research Publication : K. K. Krishnan and Dr. Soman K. P., “CNN based classification of motor imaginary using variational mode decomposed EEG-spectrum image”, Biomedical Engineering Letters, 2021.

Publisher : Biomedical Engineering Letters

Year : 2021

Modified Vgg Deep Learning Architecture For Covid-19 Classification Using Bio-Medical Images

Cite this Research Publication : R. ANAND, Sowmya, V., VIJAYKRISHNAMENON,, Gopalakrishnan, E. A., and Dr. Soman K. P., “Modified Vgg Deep Learning Architecture For Covid-19 Classification Using Bio-Medical Images”, IOP Conference Series: Materials Science and Engineering, vol. 1084, p. 012001, 2021.

Publisher : IOP Conference Series: Materials Science and Engineering, IOP Publishing

Year : 2020

Offensive Language Detection: A Comparison

Cite this Research Publication : Vyshnav MT, Sachin Kumar S, KP Soman, Offensive Language Detection: A Comparison, arXiv:2001.03131 [cs.CL], 2020

Publisher : 2020

Year : 2020

Offensive Language Detection: A Comparative Analysis

Cite this Research Publication : V. Mt, Sachin Kumar S., and Dr. Soman K. P., “Offensive Language Detection: A Comparative Analysis”, 2020.

Publisher : (2020)

Year : 2020

Deep learning-based techniques to enhance the precision of phrase-based statistical machine translation system for Indian languages

Cite this Research Publication : S. Jp, Kumar, M., and Dr. Soman K. P., “Deep learning-based techniques to enhance the precision of phrase-based statistical machine translation system for Indian languages”, International Journal of Computer Aided Engineering and Technology, vol. 13, p. 239, 2020.

Publisher : International Journal of Computer Aided Engineering and Technology

Year : 2020

VMD-DMD coupled data-driven approach for visual saliency in noisy images

Cite this Research Publication : OK Sikha, KP Soman, Sachin Kumar S, VMD-DMD Coupled Data Driven Approach for Visual Saliency in Noisy Images, Multimedia Tools and Application, Springer, 2020 (Scopus)

Publisher : Springer

Year : 2020

Explainable Artificial Intelligence for Heart Rate Variability in ECG Signal

Cite this Research Publication : Sowmya V., Sanjana, K., Gopalakrishnan, E. A., and Dr. Soman K. P., “Explainable Artificial Intelligence for Heart Rate Variability in ECG Signal”, Healthcare Technology Letters, vol. 7, no. 6, pp. 146 (IF:1.157, CiteScore: 3.1, Q2- 64 percentile), 2020.

Publisher : Healthcare Technology Letters

Year : 2020

Dimensionality Reduction Methods for Hyperspectral Image Classification

Cite this Research Publication : Chippy Jayaprakash, Damodaran, B. Bhushan, Sowmya V., and Dr. Soman K. P., “Dimensionality Reduction Methods for Hyperspectral Image Classification”, Journal of Applied Remote Sensing , vol. 14, no. 3, pp. 036507 (IF: 1.370, CiteScore: 2.6, Q2- 69 percentile), 2020.

Publisher : Journal of Applied Remote Sensing

Year : 2020

Random fourier feature based music-speech classification

Cite this Research Publication : Vyshnav MT, Sachin Kumar S, Neethu Mohan, KP Soman, Random Fourier Feature Based Music-Speech Classification, Journal of Intelligence and Fuzzy Systems, 2020 (Scopus)

Publisher : Journal of Intelligence and Fuzzy Systems

Year : 2020

A Data-driven Technique for Harmonics Monitoring in Emerging Power Grids using Noise-aware Dynamic Mode Decomposition

Cite this Research Publication : Dr. Neethu Mohan and Dr. Soman K. P., “A Data-driven Technique for Harmonics Monitoring in Emerging Power Grids using Noise-aware Dynamic Mode Decomposition”, Measurement Science and Technology, vol. 31, p. 015016, 2020.

Publisher : Measurement Science and Technology, IOP Publishing

Year : 2020

A Visualized Botnet Detection System based Deep Learning for the Internet of Things Networks of Smart Cities

Cite this Research Publication : V. R, Alazab, M., Srinivasan, S., Pham, Q. - V., Padannayil, S. Kotti, and Simran, K., “A Visualized Botnet Detection System based Deep Learning for the Internet of Things Networks of Smart Cities”, IEEE Transactions on Industry Applications, pp. 1-1, 2020.

Publisher : IEEE Transactions on Industry Applications

Year : 2020

Multi-resolution dynamic mode decomposition-based salient region detection in noisy images

Cite this Research Publication : O. K. Sikha and Dr. Soman K. P., “Multi-resolution Dynamic Mode Decomposition-based Salient Region Detection in Noisy Images”, Signal, Image and Video Processing, 2020.

Publisher : Signal, Image and Video Processing

Year : 2019

Compressed Air Demand Forecasting in Manufacturing Plants using Deep Learning and Variational Mode Decomposition

Cite this Research Publication : Kalimuthu, C. K., Gopalakrishnan, E. A. and Soman, K. P. “Compressed Air Demand Forecasting in Manufacturing Plants using Deep Learning and Variational Mode Decomposition”, International Conference on Intelligent Computing and Communication Technologies. January 9 – 11, 2019, Hyderabad, India.

Year : 2019

Compressed Air Demand Forecasting in Manufacturing Plants using Deep Learning and Variational Mode Decomposition

Cite this Research Publication : Kalimuthu, C. K., Gopalakrishnan, E. A. and Soman, K. P. “Compressed Air Demand Forecasting in Manufacturing Plants using Deep Learning and Variational Mode Decomposition”. International Conference on Intelligent Computing and Communication Technologies. January 9 – 11, 2019, Hyderabad, India.

Year : 2019

Segregation of plastic and non-plastic waste using Convolutional Neural Network

Cite this Research Publication : Sreelakshmi K, Vinay Kumar R, Soman K P, "Segregation of plastic and non-plastic waste using Convolutional Neural Network", in IET Big Data Recommender System, 2019

Publisher : IET Big Data Recommender System

Year : 2019

Hate speech detection for Hindi-English Code-mixed social media text

Cite this Research Publication : Sreelakshmi K, Premjith B, Soman K P, “Hate speech detection for Hindi-English Code-mixed social media text”, in The Seventh International Symposium on Women in Computing and Informatics (WCI'19) 2019.

Publisher : WCI'19

Year : 2019

Deep Learning Approach for Intelligent Intrusion Detection System

Cite this Research Publication : R. Vinayakumar, Alazab, M., Dr. Soman K. P., Poornachandran, P., Al-Nemrat, A., and Venkatraman, S., “Deep Learning Approach for Intelligent Intrusion Detection System”, IEEE Access, vol. 7, pp. 41525-41550, 2019.

Publisher : IEEE Access

Year : 2019

Performance comparison of machine learning algorithms for malaria detection using microscopic images

Cite this Research Publication : G. B. Saiprasath, Babu, N., ArunPriyan, J., Vinayakumar, R., Sowmya, V., and Dr. Soman K. P., “Performance comparison of machine learning algorithms for malaria detection using microscopic images”, IJRAR19RP014 International Journal of Research and Analytical Reviews (IJRAR), vol. 6, no. 1, 2019.

Publisher : IJRAR19RP014 International Journal of Research and Analytical Reviews (IJRAR), IJRAR

Year : 2019

RNNSecureNet : Recurrent neural networks for Cybersecurity use-cases

Cite this Research Publication : M. Harun Babu, R, V., and Dr. Soman K. P., “RNNSecureNet : Recurrent neural networks for Cybersecurity use-cases”, arXiv preprint arXiv:1901.04281, 2019.

Publisher : arXiv preprint arXiv

Year : 2019

A short review on applications of deep learning for cyber security

Cite this Research Publication : M. Harun Babu R., R., V., and Dr. Soman K. P., “A short review on applications of deep learning for cyber security”, arXiv preprint arXiv:1812.06292, 2019.

Publisher : arXiv preprint arXiv

Year : 2019

Data-driven Computing in Elasticity via Chebyshev Approximation

Cite this Research Publication : R. - V. K, Dr. Neethu Mohan, and Dr. Soman K. P., “Data-driven Computing in Elasticity via Chebyshev Approximation”, arXiv preprint arXiv:1904.10434, 2019.

Publisher : arXiv preprint arXiv

Year : 2019

Workshop on detecting malicious domain names (DMD 2018): Preface

Cite this Research Publication : Dr. Soman K. P., Poornachandran, P., and Vinayakumar, R., “Workshop on detecting malicious domain names (DMD 2018): Preface”, Communications in Computer and Information Science, 2019.

Publisher : Communications in Computer and Information Science, 2019.

Year : 2019

A Deep-dive on Machine Learning for Cyber Security use Cases

Cite this Research Publication : Dr. Soman K. P., Vinayakumar, R., Poornachandran, P., and Menon, V. K., “A Deep-dive on Machine Learning for Cyber Security use Cases”, Machine Learning for Computer and Cyber Security, pp. 122-158, 2019.

Publisher : Machine Learning for Computer and Cyber Security

Year : 2019

An Overview of the Shared Task on Machine Translation in Indian Languages (MTIL) – 2017

Cite this Research Publication : Kumar, M.A., Premjith, B., Singh, S., Rajendran, S., Soman, K.P., An overview of the shared task on machine translation in Indian languages (MTIL)-2017, (2019) Journal of Intelligent Systems, 28 (3), pp. 455-464. DOI: 10.1515/jisys-2018-0024

Publisher : Journal of Intelligent Systems

Year : 2019

A two-band convolutional neural network for satellite image classification

Cite this Research Publication : A. Unnikrishnan, Sowmya, and Dr. Soman K. P., “A two-band convolutional neural network for satellite image classification”, in Lecture Notes in Electrical Engineering, 2019, vol. 500, pp. 161-170.

Publisher : Lecture Notes in Electrical Engineering, Springer Verlag

Year : 2019

Significance of processing chrominance information for scene classification: a review

Cite this Research Publication : Sowmya V., Govind, D., and Dr. Soman K. P., “Significance of Processing Chrominance Information for Scene Classification: a Review”, Artificial Intelligence Review, vol. 53, no. 2, pp. 811-842 (IF: 5.747, CiteScore: 9.1, Q1- 89 percentile), 2019.

Publisher : Artificial Intelligence Review

Year : 2019

Siamese neural network architecture for homoglyph attacks detection

Cite this Research Publication : R. Vinayakumar and Dr. Soman K. P., “Siamese neural network architecture for homoglyph attacks detection”, ICT Express, 2019

Publisher : ICT Express

Year : 2019

Shallow Cnn with Lstm layer for tuberculosis detection in microscopic image

Cite this Research Publication : A. Simon, Vinayakumar, R., Sowmya, and Dr. Soman K. P., “Shallow Cnn with Lstm layer for tuberculosis detection in microscopic image”, International Journal of Recent Technology and Engineering, vol. 7, pp. 56-60, 2019.

Publisher : International Journal of Recent Technology and Engineering

Year : 2019

Robust Intelligent Malware Detection Using Deep Learning

Cite this Research Publication : R. Vinayakumar, Alazab, M., Dr. Soman K. P., Poornachandran, P., and Venkatraman, S., “Robust Intelligent Malware Detection Using Deep Learning”, IEEE Access, vol. 7, pp. 46717-46738, 2019.

Publisher : IEEE Access

Year : 2019

Neural Machine Translation System for English to Indian Language Translation Using MTIL Parallel Corpus: Special Issue on Natural Language Processing

Cite this Research Publication : Premjith, B., Kumar, M.A., Soman, K.P., Neural machine translation system for English to Indian language translation using MTIL parallel corpus, (2019) Journal of Intelligent Systems, 28 (3), pp. 387-398. DOI: 10.1515/jisys-2019-2510

Publisher : Journal of Intelligent Systems

Year : 2019

A hybrid method for fundamental heart sound segmentation using group-sparsity denoising and variational mode decomposition

Cite this Research Publication : V G Sujadevi, Neethu Mohan, Sachin Kumar S, K P Soman, A Hybrid Method for Fundamental Heart Sound Segmentation Using Group-Sparsity Denoising and Variational Mode Decomposition, Biomedical Engineering Letters, Springer, Vol 9, pp 413-424, 2019

Publisher : Springer

Year : 2019

Effect of denoising on hyperspectral image classification using deep networks and kernel methods

Cite this Research Publication : N. V. Jacob, Sowmya, and Dr. Soman K. P., “Effect of denoising on hyperspectral image classification using deep networks and kernel methods”, in Journal of Intelligent and Fuzzy Systems, 2019, vol. 36, pp. 2067-2073.

Publisher : Journal of Intelligent and Fuzzy Systems, IOS Press

Year : 2019

Dimensionality reduction by dynamic mode decomposition for hyperspectral image classification using deep learning and kernel methods

Cite this Research Publication : K. S. Charmisha, Sowmya, and Dr. Soman K. P., “Dimensionality reduction by dynamic mode decomposition for hyperspectral image classification using deep learning and kernel methods”, in Communications in Computer and Information Science, 2019, vol. 968, pp. 256-267.

Publisher : Communications in Computer and Information Science

Year : 2019

On developing handwritten character image database for Malayalam language script

Cite this Research Publication : K. Manjusha, Kumar, M. A., and Dr. Soman K. P., “On developing handwritten character image database for Malayalam language script”, Engineering Science and Technology, an International Journal, vol. 22, pp. 637-645, 2019.

Publisher : Engineering Science and Technology, an International Journal

Year : 2019

Deep learning architectures for land cover classification using red and near-infrared satellite images

Cite this Research Publication : A. Unnikrishnan, Sowmya V., and Dr. Soman K. P., “Deep learning architectures for land cover classification using red and near-infrared satellite images”, Multimedia Tools and Applications, vol. 78, no. 13, pp. 18379-18394 (IF: 2.313, CiteScore: 3.7, Q1- 80 percentile)., 2019.

Publisher : Multimedia Tools and Applications

Year : 2019

A comparative analysis of deep learning approaches for network intrusion detection systems (N-IDSS): Deep learning for N-IDSs

Cite this Research Publication : R. Vinayakumar, Dr. Soman K. P., and Poornachandran, P., “A comparative analysis of deep learning approaches for network intrusion detection systems (N-IDSS): Deep learning for N-IDSs”, International Journal of Digital Crime and Forensics, vol. 11, pp. 65-89, 2019.

Publisher : International Journal of Digital Crime and Forensics, IGI Global

Year : 2018

Transfer of Simple English Preposition ‘to’and ‘with’into Hindi Utilizing Linguistic Features of the Predicate part of a Sentence with Machine Learning Approach in an English to Hindi MT Context

Cite this Research Publication : Jyothi Ratnam, D and Soman, KP and Premjith, B and Priya, MG "Transfer of Simple English Preposition ‘to’and ‘with’into Hindi Utilizing Linguistic Features of the Predicative part of a Sentence with Machine Learning Approach in an English to Hindi MT Context", Journal of Advanced Research in Dynamical \& Control Systems (10, 240-264), 2018

Year : 2018

Singular Value Decomposition A Classroom Approach

Cite this Research Publication : S. T. Soman, SoumyaV., J., and Dr. Soman K. P., “Singular Value Decomposition A Classroom Approach”, International Journal of Recent Trends in Engineering, vol. 2, 2009.

Publisher : International Journal of Recent Trends in Engineering,

Year : 2018

A Brief Survey on Autonomous Vehicle Possible Attacks, Exploits and Vulnerabilities

Cite this Research Publication : D. Amara, Chebrolu, N., R, V., and Dr. Soman K. P., “A Brief Survey on Autonomous Vehicle Possible Attacks, Exploits and Vulnerabilities”, 2018.

Publisher : (2018)

Year : 2018

Deepimagespam: Deep learning based image spam detection

Cite this Research Publication : A. Dinesh Kumar, R, V., and Dr. Soman K. P., “Deepimagespam: Deep learning based image spam detection”, arXiv preprint arXiv:1810.03977, 2018.

Publisher : arXiv preprint arXiv:1810.03977 .

Year : 2018

DeepProteomics: Protein family classification using Shallow and Deep Networks

Cite this Research Publication : A. Vazhayil, R, V., and Dr. Soman K. P., “DeepProteomics: Protein family classification using Shallow and Deep Networks”, arXiv preprint arXiv:1809.04461, 2018.

Publisher : arXiv preprint arXiv

Year : 2018

Randomized ICA and LDA Dimensionality Reduction Methods for Hyperspectral Image Classification

Cite this Research Publication : C. Jayaprakash, Bhushan, B., Vishvanathan, S., and Dr. Soman K. P., “Randomized ICA and LDA Dimensionality Reduction Methods for Hyperspectral Image Classification”, arXiv preprint arXiv:1804.07347, 2018.

Publisher : arXiv preprint arXiv:1804.07347 .

Year : 2018

Reduced Scattering Representation for Malayalam Character Recognition

Cite this Research Publication : K. Manjusha, M. Kumar, A., and Dr. Soman K. P., “Reduced Scattering Representation for Malayalam Character Recognition”, vol. 43, no. 8, pp. 4315 - 4326, 2018.

Publisher : Volume 43,

Year : 2018

Transfer of Simple English Preposition ‘to’and ‘with’into Hindi Utilizing Linguistic Features of the Predicative part of a Sentence with Machine Learning Approach in an English to Hindi MT Context

Cite this Research Publication : Jyothi D. Ratnam, Dr. Soman K. P., B. Premjith, and Priya M. G., “Transfer of Simple English Preposition ‘to’and ‘with’into Hindi Utilizing Linguistic Features of the Predicative part of a Sentence with Machine Learning Approach in an English to Hindi MT Context”, Journal of Advanced Research in Dynamical & Control Systems, vol. 10, pp. 240–264, 2018.

Publisher : Journal of Advanced Research in Dynamical & Control Systems,

Year : 2018

NSE Stock Market Prediction Using Deep-Learning Models

Cite this Research Publication : H. M, Dr. E. A. Gopalakrishnan, Vijay Krishna Menon, and Dr. Soman K. P., “NSE Stock Market Prediction Using Deep-Learning Models”, in Procedia Computer Science, 2018, vol. 132, pp. 1351 - 1362.

Publisher : Procedia Computer Science

Year : 2018

Least Square Based Fast Denoising approach to Hyperspectral Imagery

Cite this Research Publication : S. Srivatsa, Sowmya, and Dr. Soman K. P., “Least square based fast denoising approach to hyperspectral imagery”, Advances in Intelligent Systems and Computing, vol. 518, pp. 107-115, 2018.

Publisher : Advances in Intelligent Systems and Computing, Springer Verlag

Year : 2018

Effect of Dimensionality Reduction on Sparsity Based Hyperspectral Unmixing

Cite this Research Publication : M. Swarna, Sowmya, and Dr. Soman K. P., “Effect of dimensionality reduction on sparsity based hyperspectral unmixing”, Advances in Intelligent Systems and Computing, vol. 614, pp. 429-439, 2018.

Publisher : Advances in Intelligent Systems and Computing.

Year : 2018

Salient region detection and object segmentation in color images using dynamic mode decomposition

Cite this Research Publication : Sikha O. K., S. Sachin Kumar, and Dr. Soman K. P., “Salient region detection and object segmentation in color images using dynamic mode decomposition”, Journal of Computational Science, vol. 25, pp. 351-366, 2018.

Publisher : Journal of Computational Science

Year : 2018

Fusion of panchromatic image with low-resolution multispectral images using Dynamic Mode Decomposition

Cite this Research Publication : V. Ankarao, Sowmya, and Dr. Soman K. P., “Fusion of panchromatic image with low-resolution multispectral images using dynamic mode decomposition”, Lecture Notes in Electrical Engineering, vol. 490, pp. 335-346, 2018.

Publisher : Lecture Notes in Electrical Engineering, Springer Verlag

Year : 2018

Effect of Legendre–Fenchel denoising and SVD-based dimensionality reduction algorithm on hyperspectral image classification

Cite this Research Publication : R. Reshma, Sowmya V., and Dr. Soman K. P., “Effect of Legendre–Fenchel denoising and SVD-based Dimensionality Reduction Algorithm on Hyperspectral image Classification”, Neural Computing and Applications, vol. 29, pp. 301-310 (IF: 4.774, CiteScore: 6.5, Q1- 81 percentile), 2018.

Publisher : Neural Computing and Applications, Springer London.

Year : 2018

Wavelet-based fundamental heart sound recognition method using morphological and interval features

Cite this Research Publication : N. V. Varghees, Dr. K. I. Ramachandran, and Soman, K. P., “Wavelet-based fundamental heart sound recognition method using morphological and interval features”, Healthcare Technology Letters, vol. 5, pp. 81-87, 2018.

Publisher : Healthcare Technology Letters, Institution of Engineering and Technology,

Year : 2018

ScaleNet: Scalable and hybrid framework for cyber threat situational awareness based on DNS, URL, and email data analysis

Cite this Research Publication : R. Vinayakumar, Dr. Soman K. P., Poornachandran, P., Mohan, V. S., and Kumar, A. D., “ScaleNet: Scalable and Hybrid Framework for Cyber Threat Situational Awareness based on DNS, URL, and Email data Analysis”, Journal of Cyber Security and Mobility, vol. 8, pp. 189-240, 2018.

Publisher : Journal of Cyber Security and Mobility

Year : 2018

Multi-sensor data fusion using NIHS transform and decomposition algorithms

Cite this Research Publication : V. Ankarao, Sowmya V., and Dr. Soman K. P., “Multi-sensor Data Fusion using NIHS Transform and Decomposition Algorithms”, Multimedia Tools and Applications, vol. 77, pp. 30381–30402 (IF: 2.313, CiteScore: 3.7, Q1- 80 percentile), 2018.

Publisher : Multimedia Tools and Applications

Year : 2018

Implementation of rejection strategies inside malayalam character recognition system based on random fourier features and regularized least square classifier

Cite this Research Publication : K. Manjusha, M. Kumar, A., and Dr. Soman K. P., “Implementation of rejection strategies inside malayalam character recognition system based on random fourier features and regularized least square classifier”, Journal of Engineering Science and Technology, vol. 13, pp. 141-157, 2018.

Publisher : Journal of Engineering Science and Technology

Year : 2018

From Vector Space Models to Vector Space Models of Semantics

Cite this Research Publication : H. B. Barathi Ganesh, M. Kumar, A., and Dr. Soman K. P., “From Vector Space Models to Vector Space Models of Semantics”, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 10478 LNCS, pp. 50-60, 2018.

Publisher : Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Year : 2018

Diabetes detection using deep learning algorithms

Cite this Research Publication : S. G., R., V., and Dr. Soman K. P., “Diabetes Detection using Deep Learning Algorithms”, ICT Express, 2018.

Publisher : ICT Express

Year : 2018

Detecting Android malware using Long Short-term Memory (LSTM)

Cite this Research Publication : R. Vinayakumar, Dr. Soman K. P., Poornachandran, P., and S. Kumar, S., “Detecting Android malware using Long Short-term Memory (LSTM)”, Journal of Intelligent and Fuzzy Systems, vol. 34, pp. 1277-1288, 2018.

Publisher : Journal of Intelligent and Fuzzy Systems

Year : 2018

DeepMalNet: Evaluating shallow and deep networks for static PE malware detection

Cite this Research Publication : V. R. and Dr. Soman K. P., “DeepMalNet: Evaluating shallow and deep networks for static PE malware detection”, ICT Express, 2018.

Publisher : ICT Express

Year : 2018

Deep Learning Based Part-of-Speech Tagging for Malayalam Twitter Data (Special Issue: Deep Learning Techniques for Natural Language Processing)

Cite this Research Publication : Sachin Kumar S, M Anand Kumar, K P Soman, Deep Learning Based Part-of-Speech Tagging for Malayalam Twitter Data (Special Issue: Deep Learning Techniques for Natural Language Processing), Journal of Intelligent Systems, Vol 28, pp 423-435, 2018 (Scopus)

Publisher : Journal of Intelligent Systems

Year : 2018

A data-driven strategy for short-term electric load forecasting using dynamic mode decomposition model

Cite this Research Publication : Neethu Mohan, K P Soman, Sachin Kumar S, A data-driven strategy for short-term electric load forecasting using dynamic mode decomposition model, Elsevier Applied Energy, Vol 20, pp 229-244, 2018

Publisher : Elsevier Applied Energy

Year : 2018

Character embedding for language identification in Hindi-English code-mixed social media text

Cite this Research Publication : P. V. Veena, Dr. M. Anand Kumar, and Dr. Soman K. P., “Character embedding for language identification in Hindi-English code-mixed social media text”, Computacion y Sistemas, vol. 22, pp. 65-74, 2018.

Publisher : Computacion y Sistemas

Year : 2018

Band selection using variational mode decomposition applied in sparsity-based hyperspectral unmixing algorithms

Cite this Research Publication : M. Swarna, Sowmya V., and Dr. Soman K. P., “Band selection using variational mode decomposition applied in sparsity-based hyperspectral unmixing algorithms”, Signal, Image and Video Processing, vol. 12, no. 8, pp. 1463-1470 (IF: 1.794, CiteScore: 3.8, Q2- 69 percentile), 2018.

Publisher : Signal, Image and Video Processing

Year : 2017

Resolving Polysemy in Malayalam Verbs, Language in India

Cite this Research Publication : Mohanraj, Sachin Kumar S, S Rajendran, K P Soman, Resolving Polysemy in Malayalam Verbs, Language in India, vol. 17, 2017

Year : 2017

Salient Region Detection and Object Segmentation in Color Images using Dynamic Mode Decomposition

Cite this Research Publication : O K Sikha, Sachin Kumar S, K P Soman, Salient Region Detection and Object Segmentation in Color Images using Dynamic Mode Decomposition, Journal of Computational Science-Elsevier, Vol 25, pp351-366, 2017

Publisher : Journal of Computational Science-Elsevier

Year : 2017

Overview of the INLI PAN at FIRE-2017 Track on Indian Native Language Identification

Cite this Research Publication : Dr. Soman K. P., M Kumar, A., Ganesh, H. B. Barathi, Singh, S., and Rosso, P., “Overview of the INLI PAN at FIRE-2017 Track on Indian Native Language Identification”, CEUR workshop proceedings, pp. 99-105, 2017.

Publisher : CEUR workshop proceedings

Year : 2017

Evaluation of Recurrent Neural Network and its Variants for Intrusion Detection System (IDS)

Cite this Research Publication : Dr. Soman K. P., Vinayakumar, R., and Poornachandran, P., “Evaluation of Recurrent Neural Network and its Variants for Intrusion Detection System (IDS)”, International Journal of Information System Modeling and Design (IJISMD) , vol. 8, no. 3, 2017.

Publisher : International Journal of Information System Modeling and Design (IJISMD)

Year : 2017

Significance of incorporating chrominance information for effective color-to-grayscale image conversion

Cite this Research Publication : Sowmya, Divu, G., and Dr. Soman K. P., “Significance of incorporating chrominance information for effective color-to-grayscale image conversion”, Signal, Image and Video Processing, vol. 11, 2016.

Publisher : Signal, Image and Video Processing.

Year : 2017

Significance of perceptually relevant image decolorization for scene classification

Cite this Research Publication : Sowmya V., Divakaran, G., and Dr. Soman K. P., “Significance of perceptually relevant image decolorization for scene classification”, Journal of Electronic ImagingJournal of Electronic Imaging, vol. 26, no. 6, pp. 063019 (IF: 0.780, CiteScore: 2.0, Q3- 46 percentile), 2017.

Publisher : Journal of Electronic Imaging

Year : 2017

Real-time automotive engine fault detection and analysis using bigdata platforms

Cite this Research Publication : Yadhu C Nair, Sachin Kumar S, KP Soman, Real-Time Automotive Engine Fault Detection and Analysis Using BigData Platforms, FICTA, Vol 515, pp 507-514, 2016 (Scopus)

Publisher : FICTA

Year : 2017

Drive-by-download malware detection in hosts by analyzing system resource utilization using one class support vector machines

Cite this Research Publication : P. Poornachandran, Praveen, S., Ashok, A., Krishnan, M. R., and Dr. Soman K. P., “Drive-by-download malware detection in hosts by analyzing system resource utilization using one class support vector machines”, Advances in Intelligent Systems and Computing, vol. 516, pp. 129-137, 2017.

Publisher : Advances in Intelligent Systems and Computing

Year : 2017

Deep Learning for Network Flow Analysis and Malware Classification

Cite this Research Publication : R. K. Rahul, Anjali, T., Menon, V. K., and Dr. Soman K. P., “Deep Learning for Network Flow Analysis and Malware Classification”, Communications in Computer and Information Science, vol. 746, pp. 226-235, 2017.

Publisher : Communications in Computer and Information Science, Springer Verlag

Year : 2017

Convex hyperspectral unmixing algorithm using parameterized non-convex penalty function

Cite this Research Publication : K. Harikumar and Dr. Soman K. P., “Convex hyperspectral unmixing algorithm using parameterized non-convex penalty function”, Advances in Intelligent Systems and Computing, vol. 516, pp. 209-217, 2017.

Publisher : Advances in Intelligent Systems and Computing, Springer Verlag

Year : 2017

Character based bidirectional LSTM for disambiguating tamil part of speech categories

Cite this Research Publication : K. S. Gokul Krishnan, Pooja, A., Dr. M. Anand Kumar, and Dr. Soman K. P., “Character based bidirectional LSTM for disambiguating tamil part of speech categories”, International Journal of Control Theory and Applications, vol. 10, pp. 229-235, 2017.

Publisher : International Journal of Control Theory and Applications, Serials Publications

Year : 2017

Application of M-band wavelet in pan-sharpening

Cite this Research Publication : V. V. Pradeep, Sowmya, and Dr. Soman K. P., “Application of M-band wavelet in pan-sharpening”, Special Issue in the Journal of Intelligent and Fuzzy Systems, IOS Press, Netherlands, vol. 32, no. 4, pp. 3151-3158, 2017.

Publisher : Special Issue in the Journal of Intelligent and Fuzzy Systems, IOS Press,

Year : 2016

Word Embedding Models for Finding Semantic Relationship between Words in Tamil Language

Cite this Research Publication : S. G. Ajay, Srikanth, M., Dr. M. Anand Kumar, and Soman, K. P., “Word Embedding Models for Finding Semantic Relationship between Words in Tamil Language”, Indian Journal of Science and Technology, vol. 9, 2016.

Publisher : Indian Journal of Science and Technology.

Year : 2016

Variational Mode Feature-Based Hyperspectral Image Classification

Cite this Research Publication : N. Nechikkat, Sowmya, V., and Dr. Soman K. P., “Variational mode feature-based hyperspectral image classification”, Advances in Intelligent Systems and Computing, vol. 380, pp. 365-373, 2016.

Publisher : Advances in Intelligent Systems and Computing, Springer Verlag

Year : 2016

Variational mode decomposition based multispectral and panchromatic image fusion

Cite this Research Publication : V. V. Pradeep, Sowmya, and Dr. Soman K. P., “Variational mode decomposition based multispectral and panchromatic image fusion”, International Journal of Control Theory and Applications, vol. 9, no. 16, pp. 8051-8059, 2016.

Publisher : International Journal of Control Theory and Applications, Serials Publications

Year : 2016

Unsupervised word embedding based polarity detection for tamil tweets

Cite this Research Publication : E. Nivedhitha, Sanjay, S. P., M. Kumar, A., and Soman, K. P., “Unsupervised word embedding based polarity detection for tamil tweets”, International Journal of Control Theory and Applications, vol. 9, pp. 4631-4638, 2016.

Publisher : International Journal of Control Theory and Applications.

Year : 2016

A simplified exposition of sparsity inducing penalty functions for denoising

Cite this Research Publication : Shivkaran Sing, Sachin Kumar S, KP Soman, A Simplified Exposition of Sparsity Inducing Penalty Functions for Denoising, ISTA, Springer, Vol 530, pp 1005-1015, 2016 (Scopus)

Publisher : Springer

Year : 2016

Regularized least square approach for remote sensing image denoising using wavelet filters

Cite this Research Publication : M. Swarna, Megha, P., Sowmya, and Dr. Soman K. P., “Regularized least square approach for remote sensing image denoising using wavelet filters”, Indian Journal of Science and Technology, vol. 9, 2016.

Publisher : Indian Journal of Science and Technology

Year : 2016

Real time vehicular data analytics utilising bigdata platforms and cost effective ECU networks

Cite this Research Publication : Y. C. Nair, P. V. Neethu, Menon, V. Krishna, and Dr. Soman K. P., “Real time vehicular data analytics utilising bigdata platforms and cost effective ECU networks”, Indian Journal of Science and Technology, vol. 9, 2016.

Publisher : Indian Journal of Science and Technology, Indian Society for Education and Environment.

Year : 2016

Predicting the Sentimental Reviews in Tamil Movie using Machine Learning Algorithms

Cite this Research Publication : S. Se, Vinayakumar, R., Dr. M. Anand Kumar, and Soman, K. P., “Predicting the Sentimental Reviews in Tamil Movie using Machine Learning Algorithms”, Indian Journal of Science and Technology, vol. 9, 2016.

Publisher : Indian Journal of Science and Technology

Year : 2016

Power quality signal classification using convolutional neural network

Cite this Research Publication : P. Binsha, S. Kumar, S., Athira, S., and Soman, K. P., “Power quality signal classification using convolutional neural network”, International Journal of Control Theory and Applications, vol. 9, pp. 6405-6414, 2016.

Publisher : IJCTA

Year : 2016

Pi doctor: A low cost aquaponics plant health monitoring system using infragram technology and raspberry Pi

Cite this Research Publication : Sajith Variyar V. V., Haridas, N., Aswathy, C., and Dr. Soman K. P., “Pi doctor: A low cost aquaponics plant health monitoring system using infragram technology and raspberry Pi”, Advances in Intelligent Systems and Computing, vol. 397, pp. 909-917, 2016.

Publisher : Advances in Intelligent Systems and Computing

Year : 2016

Performance Evaluation of Sparse Banded Filter Matrices using content based image retrieval

Cite this Research Publication : H. T. Suseelan, Sudhakaran, S., Sowmya, and Dr. Soman K. P., “Performance Evaluation of Sparse Banded Filter Matrices using content based image retrieval”, Institute of Integrative Omics and Applied Biotechnology, vol. 7, no. 3, pp. 11-18, 2016.

Publisher : Institute of Integrative Omics and Applied Biotechnology

Year : 2016

Non-convex group sparsity denoising for bearing fault diagnosis using SVM

Cite this Research Publication : A. Chandran, Dr. Neethu Mohan, and Dr. Soman K. P., “Non-convex group sparsity denoising for bearing fault diagnosis using SVM”, International Journal of Control Theory and Applications, vol. 9, pp. 4433-4443, 2016.

Publisher : International Journal of Control Theory and Applications.

Year : 2016

Modified variational mode decomposition for power line interference removal in ECG signals

Cite this Research Publication : Dr. Neethu Mohan, S. Kumar, S., Poornachandran, P., and Dr. Soman K. P., “Modified variational mode decomposition for power line interference removal in ECG signals”, International Journal of Electrical and Computer Engineering, vol. 6, pp. 151-159, 2016.

Publisher : International Journal of Electrical and Computer Engineering

Year : 2016

Low dimensional variational mode features for hyperspectral image classification

Cite this Research Publication : N. Nechikkat, Sowmya, and Dr. Soman K. P., “Low dimensional variational mode features for hyperspectral image classification”, Journal of Chemical and Pharmaceutical Sciences, vol. 9, pp. 565-570, 2016.

Publisher : Journal of Chemical and Pharmaceutical Sciences

Year : 2016

Least Square based Signal Denoising and Deconvolution using Wavelet Filters

Cite this Research Publication : Sowmya, Praveena, R., and Dr. Soman K. P., “Least Square based Signal Denoising and Deconvolution using Wavelet Filters”, Indian Journal of Science and Technology, vol. 9, no. 33, 2016.

Publisher : Indian Journal of Science and Technology

Year : 2016

Least Square based image denoising using wavelet filters

Cite this Research Publication : V. P.V, G, R. Devi, Sowmya, and Dr. Soman K. P., “Least Square based image denoising using wavelet filters”, Indian Journal of Science and Technology, vol. 9, no. 30, 2016.

Publisher : Indian Journal of Science and Technology

Year : 2016

Least Square Based approach for Image Inpainting

Cite this Research Publication : A. M, N, D., Sowmya, Mahan, D. Neethu, and Dr. Soman K. P., “Least Square Based approach for Image Inpainting”, Institute of Integrative Omics and Applied Biotechnology, vol. 7, pp. 44-59, 2016.

Publisher : Institute of Integrative Omics and Applied Biotechnology

Year : 2016

Knowledge based Approach for English-Malayalam Parallel Corpus Generation

Cite this Research Publication : S. Sudhakaran, Jose, S., Dr. M. Anand Kumar, and Soman, K. P., “Knowledge based Approach for English-Malayalam Parallel Corpus Generation”, Indian Journal of Science and Technology, vol. 9, 2016.

Publisher : Indian Journal of Science and Technology

Year : 2016

Improvement in kernel based Hyperspectral image classification using legendre fenchel denoising

Cite this Research Publication : Reshma R, Sowmya, and Dr. Soman K. P., “Improvement in kernel based Hyperspectral image classification using legendre fenchel denoising”, Indian Journal of Science and Technology, vol. 9, no. 33, 2016.

Publisher : Indian Journal of Science and Technology

Year : 2016

Impact of least square denoising on kernel based hyperspectral image classification

Cite this Research Publication : P. Megha, Swarna, M., K. Dixon, D. Merlin, Dr. Soman K. P., and Sowmya, “Impact of least square denoising on kernel based hyperspectral image classification”, International Journal of Control Theory and Applications, vol. 9, pp. 4623-4630, 2016.

Publisher : International Journal of Control Theory and Applications.

Year : 2016

Impact Analysis of Wind Farms on Air Traffic Control Radar

Cite this Research Publication : Ca Anjana, Sundaresan, Sb, Dr. Shanmugha Sundaram G. A., and Dr. Soman K. P., “Impact Analysis of Wind Farms on Air Traffic Control Radar”, Journal of Chemical and Pharmaceutical Sciences, vol. 9, pp. 580-584, 2016.

Publisher : SPB Pharma Society

Year : 2016

Hyperspectral image classification improved with ELRMA denoising

Cite this Research Publication : G. Swamynadhan, Dr. Nidhin Prabhakar T. V., and Dr. Soman K. P., “Hyperspectral image classification improved with ELRMA denoising”, International Journal of Control Theory and Applications, vol. 9, pp. 4603-4609, 2016.

Publisher : International Journal of Control Theory and Applications.

Year : 2016

Fourier Descriptor features for Shape Deformation Classification using Random Kitchen Sink

Cite this Research Publication : S. Se, Pradeep, D., Sowmya, and Dr. Soman K. P., “Fourier Descriptor features for Shape Deformation Classification using Random Kitchen Sink”, Journal of Chemical and Pharmaceutical Sciences, vol. 9, pp. 554-558, 2016.

Publisher : Journal of Chemical and Pharmaceutical Sciences

Year : 2016

A Fast and Efficient Framework for Creating Parallel Corpus

Cite this Research Publication : Premjith, B., Sachin Kumar, S., Shyam, R., Anand Kumar, M.A., Soman, K.P., "A Fast and Efficient Framework for Creating Parallel Corpus," (2016) Indian Journal of Science and Technology, 9 (45), art. no. 106520, . DOI: 10.17485/ijst/2016/v9i45/106520

Publisher : Indian Journal of Science and Technology

Year : 2016

Experimental analysis of malayalam pos tagger using epic framework in scala

Cite this Research Publication : Sachin Kumar S, M Anand Kumar, K P Soman, Experimental Analysis of Malayalam POS Tagger using Epic Framework in Scala, ARPN Journal of Engineering and Applied Sciences, Vol 11, pp 8017-8023, 2016 (Scopus)

Publisher : ARPN Journal of Engineering and Applied Sciences

Year : 2016

Enhanced Variational Mode Features for Hyperspectral Image Classification

Cite this Research Publication : L. S. Kiran, Sowmya, and Dr. Soman K. P., “Enhanced Variational Mode Features for Hyperspectral Image Classification”, Journal of Chemical and Pharmaceutical Sciences, vol. 9, pp. 502-505, 2016.

Publisher : Journal of Chemical and Pharmaceutical Sciences

Year : 2016

Empirical Wavelet Transform for Multifocus Image Fusion

Cite this Research Publication : S. Moushmi, Sowmya, V., and Dr. Soman K. P., “Empirical wavelet transform for multifocus image fusion”, Advances in Intelligent Systems and Computing, vol. 397, pp. 257-263, 2016.

Publisher : AISC Springer Series

Year : 2016

A distributed approach for predicting malicious activities in a network from a streaming data with support vector machine and explicit random feature mapping

Cite this Research Publication : P. Poornachandran, B. Premjith, and Dr. Soman K. P., “A distributed approach for predicting malicious activities in a network from a streaming data with support vector machine and explicit random feature mapping”, IIOAB Journal, vol. 7, pp. 24-29, 2016.

Publisher : IIOAB Journal

Year : 2016

Digit recognition using multiple feature extraction

Cite this Research Publication : D. P. Kuttichira, Sowmya, and Dr. Soman K. P., “Digit recognition using multiple feature extraction”, IIOAB Journal, vol. 7, pp. 37-43, 2016.

Publisher : IIOAB Journal

Year : 2016

Deep belief network based part-of-speech tagger for Telugu language

Cite this Research Publication : M. Jagadeesh, M. Kumar, A., and Dr. Soman K. P., “Deep belief network based part-of-speech tagger for Telugu language”, Advances in Intelligent Systems and Computing, vol. 381, pp. 75-84, 2016.

Publisher : Advances in Intelligent Systems and Computing

Year : 2016

Cuisine Prediction based on Ingredients using Tree Boosting Algorithms

Cite this Research Publication : R. M. Kumar, Dr. M. Anand Kumar, Dr. Soman K. P., and Venkatesh, R., “Cuisine Prediction based on Ingredients using Tree Boosting Algorithms”, Indian Journal of Science and Technology, vol. 9, 2016.

Publisher : Indian Journal of Science and Technology

Year : 2016

Convex denoising of hyperspectral images using non-convex tight frame regularization for improved sparsity based classification

Cite this Research Publication : K. R. Rithu Vadhana, Dr. Neethu Mohan, and Dr. Soman K. P., “Convex denoising of hyperspectral images using non-convex tight frame regularization for improved sparsity based classification”, International Journal of Control Theory and Applications, vol. 9, pp. 4445-4451, 2016.

Publisher : International Journal of Control Theory and Applications.

Year : 2016

Climatic impacts and reliability of large scale wind farms in Tamil Nadu

Cite this Research Publication : M. Kavinandhini, Dr. Geetha Srikanth, and Dr. Soman K. P., “Climatic impacts and reliability of large scale wind farms in Tamil Nadu”, Indian Journal of Science and Technology, vol. 9, no. 6, 2016.

Publisher : Indian Journal of Science and Technology

Year : 2016

CEN@ Amrita: Information Retrieval on CodeMixed Hindi-English Tweets Using Vector Space Models

Cite this Research Publication : S. Singh, Dr. M. Anand Kumar, and Dr. Soman K. P., “CEN@ Amrita: Information Retrieval on CodeMixed Hindi-English Tweets Using Vector Space Models”, Working notes of FIRE, pp. 7–10, 2016.

Publisher : Working notes of FIRE, p.7–10.

Year : 2016

A case study on cirrus clouds using PWV measurement

Cite this Research Publication : P. R. Sugatha Kumari, Dr. Shanmugha Sundaram G. A., and Dr. Soman K. P., “A case study on cirrus clouds using PWV measurement”, Journal of Chemical and Pharmaceutical Sciences, vol. 9, pp. 559-564, 2016.

Publisher : Journal of Chemical and Pharmaceutical Sciences, SPB Pharma Society,

Year : 2016

Analysis of precipitating clouds using precipitable water vapour

Cite this Research Publication : S. Archana, Dr. Shanmugha Sundaram G. A., and Dr. Soman K. P., “Analysis of precipitating clouds using precipitable water vapour”, Journal of Chemical and Pharmaceutical Sciences, vol. 9, pp. 542-547, 2016.

Publisher : Journal of Chemical and Pharmaceutical Sciences, SPB Pharma Society,

Year : 2016

AmritaCEN at SemEval-2016 Task 11: Complex Word Identification using Word Embedding

Cite this Research Publication : S. P. Sanjay, Dr. M. Anand Kumar, and Dr. Soman K. P., “AmritaCEN at SemEval-2016 Task 11: Complex Word Identification using Word Embedding”, Proceedings of SemEval, pp. 1022–1027, 2016.

Publisher : Proceedings of SemEval

Year : 2016

Aerial image classification using regularized least squares classifier

Cite this Research Publication : S. Chandran, Sajith Variyar V. V., Dr. Nidhin Prabhakar T. V., and Dr. Soman K. P., “Aerial image classification using regularized least squares classifier”, Journal of Chemical and Pharmaceutical Sciences, vol. 9, pp. 889-895, 2016.

Publisher : Journal of Chemical and Pharmaceutical Sciences

Year : 2016

Aerial and satellite image denoising using least square weighted regularization method

Cite this Research Publication : D. Merlin K. Dixon, Ajay, A., Dr. Soman K. P., and Sowmya, “Aerial and satellite image denoising using least square weighted regularization method”, Indian Journal of Science and Technology, vol. 9, no. 30, 2016.

Publisher : Indian Journal of Science and Technology

Year : 2016

Significance of incorporating chrominance information for effective color-to-grayscale image conversion

Cite this Research Publication : Sowmya, Divu, G., and Dr. Soman K. P., “Significance of incorporating chrominance information for effective color-to-grayscale image conversion”, Signal, Image and Video Processing, vol. 11, 2016.

Publisher : Signal, Image and Video Processing

Year : 2015

Apache Spark a Big Data Analytics Platform for Smart Grid

Cite this Research Publication : Shyam R, Bharathi Ganesh HB, Sachin Kumar S, Prabaharan P, KP Soman, Apache Spark a Big Data Analytics Platform for Smart Grid, Smart Grid Technologies, Elsevier Procedia Technology, Vol 21, pp 171-178, 2015 (Scopus)

Publisher : Elsevier Procedia Technology

Year : 2015

An Optimization Algorithm for Voltage Flicker Analysis

Cite this Research Publication : Athira S., K., H., Dr. Soman K. P., and Prabaharan Poornachandran, “An Optimization Algorithm for Voltage Flicker Analysis”, Procedia Technology, vol. 21, pp. 589 - 595, 2015.

Publisher : Procedia Technology

Year : 2015

Application and Analysis of Smart Meter Data along with RTL SDR and GNU Radio

Cite this Research Publication : A. M., Gandhiraj R., and Dr. Soman K. P., “Application and Analysis of Smart Meter Data along with RTL SDR and GNU Radio”, Procedia Technology, vol. 21, pp. 317 - 325, 2015.

Publisher : Procedia Technology

Year : 2015

Recursive Variational Mode Decomposition Algorithm for Real Time Power Signal Decomposition

Cite this Research Publication : Dr. Soman K. P., Prabaharan Poornachandran, S., A., and K., H., “Recursive Variational Mode Decomposition Algorithm for Real Time Power Signal Decomposition”, Procedia Technology, vol. 21, pp. 540 - 546, 2015.

Publisher : Procedia Technology

Year : 2015

Supervised methods for domain classification of tamil documents

Cite this Research Publication : U. Reshma, Ganesh, H. B. Barathi, M. Kumar, A., and Dr. Soman K. P., “Supervised methods for domain classification of tamil documents”, ARPN Journal of Engineering and Applied Sciences, vol. 10, no. 8, pp. 3702-3707, 2015.

Publisher : Research India Publications

Year : 2015

Spreadsheet implementation of random kitchen sink for classification

Cite this Research Publication : Y. C. Nair, Binsha, P., V. Pradeep, V., Sowmya, and Dr. Soman K. P., “Spreadsheet implementation of random kitchen sink for classification”, International Journal of Applied Engineering Research, vol. 10, no. 20, pp. 19228-19233, 2015.

Publisher : International Journal of Applied Engineering Research

Year : 2015

Sparse banded matrix filter for image denoising

Cite this Research Publication : ⦁ Sowmya, V., Mohan, Neethu, & Soman, K. (2015b). Sparse banded matrix filter for image denoising. Indian Journal of Science and Technology, 8(24), 1–6.

Publisher : Indian Journal of Science and Technology

Year : 2015

Smart meter data security based on cosine transform and chaotic theory

Cite this Research Publication : M. Aswathi, M. Babu, J., Sowmya, and Dr. Soman K. P., “Smart meter data security based on cosine transform and chaotic theory”, International Journal of Applied Engineering Research, vol. 10, no. 20, pp. 19181-19185, 2015.

Publisher : International Journal of Applied Engineering Research

Year : 2015

Simulated and self-sustained classification of Twitter Data based on its sentiment

Cite this Research Publication : S. N. Vinithra, Selvan, S. J. Arun, M. Kumar, A., and Dr. Soman K. P., “Simulated and self-sustained classification of Twitter Data based on its sentiment”, Indian Journal of Science and Technology, vol. 8, no. 24, 2015.

Publisher : Indian Journal of Science and Technology

Year : 2015

Performance Enhancement of Minimum Volume based Hyper Spectral Unmixing Algorithms by Variational Mode Decomposition

Cite this Research Publication : P. G. Mol, Sowmya, and Dr. Soman K. P., “Performance Enhancement of Minimum Volume based Hyper Spectral Unmixing Algorithms by Variational Mode Decomposition”, Indian Journal of Science and Technology, vol. 8, no. 24, 2015.

Publisher : Indian Journal of Science and Technology

Year : 2015

Performance Comparison of Empirical wavelet Transform and Empirical Mode Decomposition on Pan sharpening

Cite this Research Publication : Sowmya, S., M., and Dr. Soman K. P., “Performance Comparison of Empirical wavelet Transform and Empirical Mode Decomposition on Pan sharpening”, International Journal of Applied Engineering Research, vol. 10, no. 73, 2015.

Publisher : International Journal of Applied Engineering Research

Year : 2015

Parameter analysis of random kitchen sink algorithm

Cite this Research Publication : S. Athira, Harikumar, K., Sowmya, and Dr. Soman K. P., “Parameter analysis of random kitchen sink algorithm”, International Journal of Applied Engineering Research, vol. 10, no. 20, pp. 19351-19355, 2015.

Publisher : International Journal of Applied Engineering Research

Year : 2015

Multispectral and Panchromatic Image Fusion using Empirical Wavelet Transform

Cite this Research Publication : S. Moushmi, Sowmya, and Dr. Soman K. P., “Multispectral and Panchromatic Image Fusion using Empirical Wavelet Transform”, Indian Journal of Science and Technology, vol. 8, no. 24, 2015.

Publisher : Indian Journal of Science and Technology

Year : 2015

Innovative feature sets for machine learning based Telugu character recognition

Cite this Research Publication : J. Jyothi, Manjusha, K., M. Kumar, A., and Dr. Soman K. P., “Innovative feature sets for machine learning based Telugu character recognition”, Indian Journal of Science and Technology, vol. 8, no. 24, 2015.

Publisher : Indian Society for Education and Environment

Year : 2015

GURLS vs LIBSVM: Performance Comparison of Kernel Methods for Hyperspectral Image Classification

Cite this Research Publication : N. Haridas, Sowmya V., and Dr. Soman K. P., “GURLS vs LIBSVM: Performance Comparison of Kernel Methods for Hyperspectral Image Classification”, Indian Journal of Science and Technology, vol. 8, no. 24, 2015.

Publisher : Indian Journal of Science and Technology

Year : 2015

Fault diagnosis of helical gear box using variational mode decomposition and random forest algorithm

Cite this Research Publication : A. Muralidharan, Sugumaran, V., Dr. Soman K. P., and Amarnath, M., “Fault diagnosis of helical gear box using variational mode decomposition and random forest algorithm”, SDHM Structural Durability and Health Monitoring, vol. 10, pp. 55-80, 2015.

Publisher : SDHM Structural Durability and Health Monitoring

Year : 2015

Effect of AB filter denoising on ADMM based Hyperspectral Image Classification

Cite this Research Publication : A. C, Haridas, N., Sowmya, and Dr. Soman K. P., “Effect of AB filter denoising on ADMM based Hyperspectral Image Classification”, International Journal of Applied Engineering Research (IJAER), vol. 10, no. 73, pp. 127-131, 2015.

Publisher : International Journal of Applied Engineering Research (IJAER)

Year : 2015

Edge Detection Using Sparse Banded Filter Matrices

Cite this Research Publication : Sowmya, Dr. Neethu Mohan, and Dr. Soman K. P., “Edge Detection Using Sparse Banded Filter Matrices”, Second International Symposium on Computer Vision and the Internet (VisionNet’15). Elsevier Procedia Computer Science Journal, SCMS School of Engineering, Aluva, Kochi , pp. 10–17, 2015.

Publisher : Procedia Computer Science

Year : 2015

Discrimination between inrush and internal fault currents in a power transformer using Variational Mode Decomposition Method

Cite this Research Publication : P. Maya, Dhivya, N., Kartikga, C., and Dr. Soman K. P., “Discrimination between inrush and internal fault currents in a power transformer using Variational Mode Decomposition Method”, International Journal of Applied Engineering Research, vol. 10, no. 55, pp. 3298-3301, 2015.

Publisher : Research India Publications

Year : 2015

Computational experiment of one class SVM in excel

Cite this Research Publication : K. R. Rithu Vadhana, G. Swamynadhan, P. V. Neethu, B. Premjith, and Dr. Soman K. P., “Computational experiment of one class SVM in excel”, International Journal of Applied Engineering Research, vol. 10, no. 20, pp. 19356-19360, 2015.

Publisher : Research India Publications

Year : 2015

A Comparative Analysis of Variational Mode and Empirical Mode Features on Hyperspectral Image Classification

Cite this Research Publication : N. Nechikkat, Sowmya, and Dr. Soman K. P., “A Comparative Analysis of Variational Mode and Empirical Mode Features on Hyperspectral Image Classification”, International Journal of Applied Engineering Research, vol. 10, no. 73, 2015.

Publisher : Rajagiri School of Social Sciences, Kalamassery, Kochi

Year : 2015

Audio Data Authentication with PMU Data and EWT

Cite this Research Publication : Premjith, B., Mohan, Neethu, Poornachandran, P., & Soman, K. (2015). Audio data authentication with pmu data and ewt. Procedia Technology, 21, 596–603.

Publisher : Procedia Technology

Year : 2015

Analysis of sentiment classification for Hindi movie reviews: A comparison of different classifiers

Cite this Research Publication : S. N. Vinithra, Dr. M. Anand Kumar, and Dr. Soman K. P., “Analysis of sentiment classification for Hindi movie reviews: A comparison of different classifiers”, International Journal of Applied Engineering Research, vol. 10, 2015.

Publisher : International Journal of Applied Engineering Research, Research India Publications

Year : 2015

AMRITA-CEN@SAIL2015: Sentiment analysis in Indian languages

Cite this Research Publication : S. Se, Vinayakumar, R., M. Kumar, A., and Soman, K. P., “AMRITA-CEN@SAIL2015: Sentiment analysis in Indian languages”, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 9468, pp. 703-710, 2015.

Publisher : Springer Verlag

Year : 2015

AmritaCEN_NLP@ FIRE 2015 Language Identification for Indian Languages in Social Media Text

Cite this Research Publication : R. Venkatesh Kumar, Dr. M. Anand Kumar, and Dr. Soman K. P., “AmritaCEN_NLP@ FIRE 2015 Language Identification for Indian Languages in Social Media Text”, 2015.

Year : 2015

AMRITA_CEN-NLP@ FIRE 2015: CRF BASED NAMED ENTITY EXTRATION FOR TWITTER MICROPOSTS

Cite this Research Publication : S. P. Sanjay, Dr. M. Anand Kumar, and Dr. Soman K. P., “AMRITA_CEN-NLP@ FIRE 2015: CRF Based Named Entity Extration for Twitter Microposts”, 2015.

Year : 2015

ADMM based hyperspectral image classification improved by denoising using legendre fenchel transformation

Cite this Research Publication : C. Aswathy, Sowmya, and Dr. Soman K. P., “ADMM based hyperspectral image classification improved by denoising using legendre fenchel transformation”, Indian Journal of Science and Technology, vol. 8, no. 24, 2015

Publisher : Indian Journal of Science and Technology

Year : 2015

Accelerated FFT computation for GNU radio using GPU of raspberry Pi

Cite this Research Publication : S. Sabarinath, Shyam, R., Aneesh, C., Gandhiraj R., and Dr. Soman K. P., “Accelerated FFT computation for GNU radio using GPU of raspberry Pi”, Smart Innovation, Systems and Technologies, vol. 32, pp. 657-664, 2015.

Publisher : Springer Science and Business Media Deutschland GmbH

Year : 2014

Modern analog and digital communication systems development using GNU Radio with USRP

Cite this Research Publication : Gandhiraj R. and Dr. Soman K. P., “Modern analog and digital communication systems development using GNU Radio with USRP”, Telecommunication Systems, vol. 56, pp. 367-381, 2014.

Publisher : Telecommunication Systems

Year : 2014

Vibration based fault diagnosis of a hydraulic brake system using Variational Mode Decomposition (VMD)

Cite this Research Publication : R. Jegadeeshwaran, Sugumaran, V., and Dr. Soman K. P., “Vibration based fault diagnosis of a hydraulic brake system using Variational Mode Decomposition (VMD)”, SDHM Structural Durability and Health Monitoring, vol. 10, pp. 81-97, 2014.

Publisher : SDHM Structural Durability and Health Monitoring

Year : 2014

Tamil word sense disambiguation using support vector machines with rich features

Cite this Research Publication : A. M. Kumar, S. Rajendran, and Dr. Soman K. P., “Tamil word sense disambiguation using support vector machines with rich features”, International Journal of Applied Engineering Research, vol. 9, pp. 7609-7620, 2014.

Publisher : International Journal of Applied Engineering Research

Year : 2014

A Short Review about Manipuri Language Processing

Cite this Research Publication : S. Singh, Gunasekaran S., M Kumar, A., and Dr. Soman K. P., “A Short Review about Manipuri Language Processing”, Research Journal of Recent Sciences, vol. 3(3), pp. 99-103, 2014.

Publisher : Research Journal of Recent Sciences

Year : 2014

Novel SVD based character recognition approach for Malayalam language script

Cite this Research Publication : Sachin Kumar S, Manjusha K, KP Soman, Novel SVD based Character Recognition Approach for Malayalam Language Script, Recent Advances in Intelligent Systems and Computing, Springer, Vol 235, pp 435-442, Jan 2014 (Scopus)

Publisher : Springer

Year : 2014

Multiresolution analysis of source code using discrete wavelet transform

Cite this Research Publication : N. G. Resmi and Dr. Soman K. P., “Multiresolution analysis of source code using discrete wavelet transform”, International Journal of Applied Engineering Research, vol. 9, pp. 13341-13360, 2014.

Publisher : International Journal of Applied Engineering Research

Year : 2014

Image Classification Using Convolutional Neural Networks

Cite this Research Publication : Sowmya, Dr. Soman K. P., and Deepika, J., “Image Classification Using Convolutional Neural Networks”, International Journal of Scientific & Engineering Research , vol. 5, no. 6, p. 06/2014, 2014.

Publisher : International Journal of Scientific Engineering Research

Year : 2014

Factored statistical machine translation system for English to Tamil language

Cite this Research Publication : A. M. Kumar, Dhanalakshmi, V., Dr. Soman K. P., and S. Rajendran, “Factored statistical machine translation system for English to Tamil language”, Pertanika Journal of Social Science and Humanities, vol. 22, pp. 1045-1061, 2014.

Publisher : Pertanika Journal of Social Science and Humanities

Year : 2014

Classification of hyperspectral images using scattering transform

Cite this Research Publication : P. S. Ashitha, Sowmya, and Dr. Soman K. P., “Classification of hyperspectral images using scattering transform”, International Journal of Scientific & Engineering Research, vol. 5, no. 7, pp. 315-319, 2014.

Publisher : International Journal of Scientific Engineering Research

Year : 2014

Convolutional neural networks for the recognition of malayalam characters

Cite this Research Publication : R Anil, Manjusha K, Sachin Kumar S, KP Soman, Convolutional Neural Network for the Recognition of Malayalam Characters, International Conference on Frontiers of Intelligent Computing, Springer, Vol 328,pp 493-500, 2014 (Scopus)

Publisher : Springer

Year : 2013

Insight into Primal Dual Augmented Lagrangian Multiplier Method

Cite this Research Publication : Premjith B, Sachin Kumar S, Akhil M, Bijeesh TV, KP Soman, Insight into Primal Dual Augmented Lagrangian Multiplier Method, arXiv: 1312.7637 [cs. NA], 2013

Publisher : International Journal of Computer Science and Information Technology & Security

Year : 2013

Insight into Primal Augmented Lagrangian Multilplier Method

Cite this Research Publication : B. Premjith, S. Sachin Kumar, Akhil Manikkoth, T. V. Bijeesh, and Dr. Soman K. P., “Insight into Primal Augmented Lagrangian Multilplier Method”, Numerical Analysis, 2013.

Publisher : Numerical Analysis

Year : 2013

Weather Pattern Monitoring Using SDR

Cite this Research Publication : P. Rajan, K. P. Soman, and Dr. Shanmugha Sundaram G. A., “Weather Pattern Monitoring Using SDR”, International Journal of Advanced Electrical and Electronics Engineering,IJAEEE, vol. 2, no. 2, pp. 63-68, 2013.

Publisher : IJAEEE

Year : 2013

Voice interfaced Arduino robotic arm for object detection and classification

Cite this Research Publication : V. Prabhu S and Dr. Soman K. P., “Voice interfaced Arduino robotic arm for object detection and classification”, International Journal of Scientific & Engineering Research, vol. 4, 2013.

Publisher : International Journal of Scientific Engineering Research

Year : 2013

Performance evaluation of statistical andgeometrical algorithms for spectral unmixing of hyperspectraldata

Cite this Research Publication : Bijitha S. R., Dr. Soman K. P., Dr. Nidhin Prabhakar T. V., and P., G., “Performance evaluation of statistical andgeometrical algorithms for spectral unmixing of hyperspectraldata”, International journal of engineering research and technology, vol. 2, 2013.

Publisher : International journal of engineering research and technology

Year : 2013

Performance analysis of minimum volume based geometrical approaches for spectral unmixing

Cite this Research Publication : Bijitha S. R., Dr. Geetha Srikanth, Dr. Nidhin Prabhakar T. V., and Dr. Soman K. P., “Performance analysis of minimum volume based geometrical approaches for spectral unmixing”, International Journal of Science, Engineering and Technology Research (IJSETR) , vol. 2, no. 7, 2013.

Publisher : International Journal of Science, Engineering and Technology Research (IJSETR)

Year : 2013

Multiple Kernels Learning for Virtual Screening in Drug Discovery

Cite this Research Publication : P. M. P and Soman, K. P., “Multiple Kernels Learning for Virtual Screening in Drug Discovery”, European Journal of Scientific Research, vol. 107 , pp. 210-220, 2013.

Publisher : European Journal of Scientific Research

Year : 2013

Ionospheric Disturbances due to Solar Activity Detection using SDR

Cite this Research Publication : D. Haridas, K. P. Soman, and Dr. Shanmugha Sundaram G. A., “Ionospheric Disturbances due to Solar Activity Detection using SDR”, International Journal of Advanced Electrical and Electronics Engineering, (IJAEEE), vol. 2, no. 2, pp. 69-74, 2013.

Publisher : IJAEEE

Year : 2013

Innovative use of What if analysis for visualization

Cite this Research Publication : A. P. L, Soman, K. P., L, T., Pillai, G. S., and Joy, G., “Innovative use of What if analysis for visualization”, International journal of soft computing and engineering(IJCE), vol. X, no. X, 2013.

Publisher : International journal of soft computing and engineering(IJCE)

Year : 2013

Ensuring security to the compressed sensing data using a steganographic approach

Cite this Research Publication : A. .V.Sreedhanya and .P.Soman, K., “Ensuring security to the compressed sensing data using a steganographic approach”, Bonfring International Journal of Advances in Image Processing, vol. 3, 2013.

Publisher : Bonfring International Journal of Advances in Image Processing

Year : 2013

Discrete wavelet transform based source code plagiarism detection

Cite this Research Publication : R. N. G and Soman, K. P., “Discrete wavelet transform based source code plagiarism detection”, European Journal of Scientific Research, vol. 107, pp. 240- 255, 2013.

Publisher : European Journal of Scientific Research

Year : 2013

Binary and Color Image Edge Detection Using RicciFlow

Cite this Research Publication : A. P. L, Soman, K. P., and Narayanankutty, K. A., “Binary and Color Image Edge Detection Using RicciFlow”, International Journal of Computer Applications, pp. 0975-8887, 2013.

Publisher : International Journal of Computer Applications

Year : 2013

Beam Forming Algorithm Implementation using FPGA

Cite this Research Publication : A. Reghu kumar, Soman, K. P., and Dr. Shanmugha Sundaram G. A., “Beam Forming Algorithm Implementation using FPGA”, International Journal of Advanced Electrical and Electronics Engineering, (IJAEEE), vol. 2, no. 3, pp. 53-7, 2013.

Publisher : IJAEEE

Year : 2013

Modern analog and digital communication systems development using GNU Radio with USRP

Cite this Research Publication : Gandhiraj R. and Dr. Soman K. P., “Modern analog and digital communication systems development using GNU Radio with USRP”, Telecommunication Systems, pp. 1-15, 2013.

Publisher : Telecommunication Systems

Year : 2012

Enhancing Computational Thinking with Spreadsheet and Fractal Geometry: Part 2 Root-finding using Newton Method and Creation of Newton Fractals

Cite this Research Publication : K. P. Soman, Sowmya, V., Krishnan, P., and V.G, M. Unni, “Enhancing Computational Thinking with Spreadsheet and Fractal Geometry: Part 2 Root-finding using Newton Method and Creation of Newton Fractals”, International Journal of Computer Applications, vol. 55, 2012.

Publisher : International Journal of Computer Applications

Year : 2012

Design and Optimization of Band Pass Filter for SoftwareDefined Radio Telescope

Cite this Research Publication : J. Rajendran and Dr. Soman K. P., “Design and Optimization of Band Pass Filter for SoftwareDefined Radio Telescope”, International Journal of Information and Electronics Engineering, vol. 2, 2012.

Publisher : International Journal of Information and Electronics Engineering

Year : 2012

Active Contour based document image segmentation and restoration using split-bregman and edge enhancement diffusion

Cite this Research Publication : A. Raghukumar, Dr. Soman K. P., Rajan, P., and Haridas, D., “Active Contour based document image segmentation and restoration using split-bregman and edge enhancement diffusion”, IJCA, 2012.

Publisher : IJCA

Year : 2012

Software redefined communication system

Cite this Research Publication : Neethu Prasannan, G Jyothish Lal, Roshni Das, KP Soman, Software redefined communication system, IOSR Journal of Electronics and Communication Engineering (IOSR-JECE), Volume 4, Issue 2, pp. 2278-2834, 2012.

Publisher : IOSR-JECE

Year : 2012

Two Stage Wavelet based Image Denoising

Cite this Research Publication : G. Abraham, Dr. Soman K. P., Prasannan, N., S, S., and Dr. Neethu Mohan, “Two Stage Wavelet based Image Denoising”, International Journal of Computer Applications, vol. 56, no. 14, 2012.

Publisher : International Journal of Computer Applications

Year : 2012

A Two Stage Algorithm for DenoisingofSpeech Signal

Cite this Research Publication : S. K.U, K. P. Soman, and S, S. Kumar, “ A Two Stage Algorithm for DenoisingofSpeech Signal”, IOSR, 2012.

Publisher : IOSR

Year : 2012

Speech Enhancement based on Savitzky-Golay Smoothing Filter

Cite this Research Publication : U. Shajeesh.K., SachinKumar, S., Pravena, D., and Dr. Soman K. P., “Speech Enhancement based on Savitzky Golay Smoothing Filter”, International Journal of Computer Applications, vol. 57, pp. 39-44, 2012.

Publisher : International Journal of Computer Applications

Year : 2012

Spectrum sensing using compressed sensing techniques for sparse multiband signals

Cite this Research Publication : Dr. Soman K. P., Avinash, P., and Gandhiraj, R., “Spectrum Sensing using Compressed Sensing Techniques for Sparse Multiband Signals”, International Journal of Scientific & Engineering Research, vol. 3, no. 5, pp. 1-5, 2012.

Publisher : International Journal of Scientific Engineering Research

Year : 2012

Spatial preprocessing for improved sparsity based hyperspectral image classification

Cite this Research Publication : K. Balakrishnan, Dr. Soman K. P., and Sowmya, “Spatial Preprocessing for Improved Sparsity based Hyperspectral Image Classification”, International Journal of Engineering Research and Technology (IJERT), vol. 1, no. 5, 2012.

Publisher : IJERT

Year : 2012

Plug-ins for GNU Radio Companion

Cite this Research Publication : Shravan Sriram, Gunturi Srivasta, Gandhiraj R., and Dr. Soman K. P., “Plug-ins for GNU Radio Companion”, International Journal of Computer Applications, vol. 52, pp. 11–16, 2012.

Publisher : International Journal of Computer Applications

Year : 2012

A Performance Study on Detection of Hypernasality in Children using MFCC, BFCC and various orders of GMM classifier

Cite this Research Publication : N. George, Soman, K. P., S, S. Kumar, and G, R., “A Performance Study on Detection of Hypernasality in Children using MFCC, BFCC and various orders of GMM classifier”, International Journal of Computer Science and Information Technology & Security, 2012.

Publisher : International Journal of Computer Science and Information Technology & Security

Year : 2012

Performance Evaluation of Modified SVD based Image fusion

Cite this Research Publication : A. P. Kurian, Dr. Soman K. P., Kartha, M. M., Lakshmi Mohan, and Bijitha S. R., “Performance Evaluation of Modified SVD based Image fusion”, IJCA, 2012.

Publisher : IJCA

Year : 2012

A novel method for detecting R-peaks in electrocardiogram (ECG) signal

Cite this Research Publication : S. M Manikandan and Dr. Soman K. P., “A novel method for detecting R-peaks in electrocardiogram (ECG) signal”, Biomedical Signal Processing and Control, vol. 7, no. 2, pp. 118–128, 2012.

Publisher : Biomedical Signal Processing and Control

Year : 2012

Noise Cancellation Method for Robust Speech Recognition

Cite this Research Publication : S. K. U and Dr. Soman K. P., “Noise Cancellation Method for Robust Speech Recognition”, International Journal of Computer Applications (IJCA), 2012.

Publisher : IJCA

Year : 2012

Modified Wavelet image fusion based on OSVD

Cite this Research Publication : Dr. Soman K. P., Kurian, A. P., Kartha, M. M., and Lakshmi Mohan, “Modified Wavelet image fusion based on OSVD”, IJERT, 2012.

Publisher : IJERT

Year : 2012

Message Passing Algorithm: A Tutorial Review

Cite this Research Publication : K. Sunil, Dr. Soman K. P., and Jayaraj, P., “Message Passing Algorithm: A Tutorial Review”, International Organisation of Scientific Research, vol. 2, pp. 12-24, 2012.

Publisher : International Organisation of Scientific Research

Year : 2012

Malayalam Morph Generator an aid for students to learn grammar

Cite this Research Publication : S. Sekhar, Soman, K. P., and M, V., “Malayalam Morph Generator an aid for students to learn grammar”, Dravidian Studies, 2012.

Publisher : Dravidian Studies

Year : 2012

Level Set Methodology for Tamil Document Image Binarization and Segmentation

Cite this Research Publication : S. Karthik, .V.K, H., ,, and Dr. Soman K. P., “Level Set Methodology for Tamil Document Image Binarization and Segmentation”, Int. Journal of Computer Applications(IJCA), vol. 39, no. 9, 2012.

Publisher : IJCA

Year : 2012

InsightInto Primal Augmented Lagrangian Multiplier Method

Cite this Research Publication : , Soman, K. P., V, B. T., Manikoth, A., and S, S. Kumar, “InsightInto Primal Augmented Lagrangian Multiplier Method”, International Journal of Computer Science and Information Technology & Security, 2012.

Publisher : International Journal of Computer Science and Information Technology & Security

Year : 2012

Human Face Image Segmentation using Level Set Methodology

Cite this Research Publication : M. Kumaravel, S Karthik, K. S., Sivraj, P., and Dr. Soman K. P., “Human Face Image Segmentation using Level Set Methodology”, International Journal of Computer Applications, vol. 44, pp. 16–22, 2012.

Publisher : International Journal of Computer Applications

Year : 2012

Hirarchical Digital Image Inpainting Using Wavelets

Cite this Research Publication : Dr. Padmavathi S., Priyalakshmi, B., and Dr. Soman K. P., “Hirarchical Digital Image Inpainting Using Wavelets”, Signal & Image Processing:An International Journal (SIPIJ), vol. 3, no. 4, pp. 85-93, 2012.

Publisher : SIPIJ

Year : 2012

Hindi Character Segmentation in Document Images using Level set Methods and Non-linear Diffusion

Cite this Research Publication : M. K, Dr. Soman K. P., Rajendran, J., and S, S. Kumar, “Hindi Character Segmentation in Document Images using Level set Methods and Non-linear Diffusion”, International Journal for Computer Applications (IJCA), vol. 44 , no. 16, 2012.

Publisher : IJCA

Year : 2012

A Hierarchical Search Space Refinement and filling for Exemplar based Image Inpainting

Cite this Research Publication : Dr. Padmavathi S. and Dr. Soman K. P., “A Hierarchical Search Space Refinement and filling for Exemplar based Image Inpainting”, International Journal of Computer Applications, vol. 52, pp. 31-37, 2012.

Publisher : International Journal of Computer Applications

Year : 2012

Hierarchical Approach for Total Variation Digital Image Inpainting

Cite this Research Publication : Dr. Padmavathi S., Archana, N., and Dr. Soman K. P., “Hierarchical Approach for Total Variation Digital Image Inpainting”, International Journal of Computer Science, Engineering and Applications (IJCSEA), vol. 2, no. 3, pp. 173 - 182, 2012.

Publisher : IJCSEA

Year : 2012

G-Lets: Signal Processing Using Transformation Groups

Cite this Research Publication : Dr. Rajathilagam B., Dr. Murali Rangarajan, and Dr. Soman K. P., “G-Lets: Signal Processing Using Transformation Groups”, vol. arXiv:1201.2995v1, 2012.

Publisher : vol. arXiv:1201.2995v1

Year : 2012

G-Lets: A New Signal Processing Algorithm

Cite this Research Publication : Dr. Rajathilagam B., Dr. Murali Rangarajan, and Dr. Soman K. P., “G-Lets: A New Signal Processing Algorithm”, International Journal of Computer Applications, vol. 37 , no. 6, pp. 1-7, 2012.

Publisher : International Journal of Computer Applications

Year : 2012

Euler Lagrange Based Solutions for Image Processing

Cite this Research Publication : A. Ashok, Dr. Soman K. P., M, V., U, S. K., and Sekhar, S., “Euler Lagrange Based Solutions for Image Processing”, International Journal of Applied Sciences and Engineering Research(IJASER), 2012.

Publisher : IJASER

Year : 2012

Enhancing Computational Thinking with Spreadsheet and Fractal Geometry: Part 4 Plant Growth modeling and Space Filling Curves

Cite this Research Publication : Dr. Soman K. P., Sowmya, V., Krishnan, P., and V.G, M. Unni, “Enhancing Computational Thinking with Spreadsheet and Fractal Geometry: Part 4 Plant Growth modeling and Space Filling Curves”, International Journal of Computer Applications, vol. 55, pp. 24-29, 2012.

Publisher : International Journal of Computer Applications

Year : 2012

Enhancing Computational Thinking with Spreadsheet and Fractal Geometry: Part 3 Mandelbrot and Julia Set

Cite this Research Publication : K. P. Soman, V.G, M. Unni, Sowmya, V., and Krishnan, P., “Enhancing Computational Thinking with Spreadsheet and Fractal Geometry: Part 3 Mandelbrot and Julia Set”, International Journal of Computer Applications, vol. 55, pp. 16-23, 2012.

Publisher : International Journal of Computer Applications

Year : 2012

Enhancing Computational Thinking with Spreadsheet and Fractal Geometry: Part 1

Cite this Research Publication : Dr. Soman K. P., Sowmya, V., Krishnan, P., and V.G, M. Unni, “Enhancing Computational Thinking with Spreadsheet and Fractal Geometry: Part 1”, International Journal of Computer Applications, vol. 55, pp. 1-8, 2012.

Publisher : International Journal of Computer Applications

Year : 2012

Enhancing Bregmanised NLTV Image Denoising using Savitzky Golay filter and SVD

Cite this Research Publication : Aswathy M, P Rajan, Deepthi TVN, R Das, Sachin Kumar S, K P Soman, Enhancing Bregmanised NLTV Image Denoising using Savitzky Golay Filter and SVD, International Journal of Scientific & Engineering Research, Volume 4, 2013

Publisher : IJSER

Year : 2012

An Efficient algorithm for the segmentation of Astronomical images

Cite this Research Publication : G. Xavier, Dr. Soman K. P., TVN, D., and Philip, T. Erlin, “An Efficient algorithm for the segmentation of Astronomical images”, IVSRJCE, 2012.

Publisher : IVSRJCE

Year : 2012

Effect of Pre-Processing on Historical Sanskrit Text Document

Cite this Research Publication : K. Sunil, Dr. Soman K. P., V, S. A., and Balakrishnan, K., “Effect of Pre-Processing on Historical Sanskrit Text Document”, International Journa of Engineering Research and Applications, vol. 2, pp. 1529-1534, 2012.

Publisher : International Journa of Engineering Research and Applications

Year : 2012

Directional Total Variation Filtering Based Image Denoising Method

Cite this Research Publication : S Karthik, Hemanth VK, KP Soman, V Balaji, Sachin Kumar S, M Sabarimalai Manikandan, Directional Total Variation Filtering based Image Denoising Method, IJCSI International Journal of Computer Science Issues, Vol 9, pp 161-170, 2012

Publisher : IJCSI

Year : 2012

Design of Circular Polarized Microstrip Patch Antenna for L band

Cite this Research Publication : J. Rajendran, K. P. Soman, and Peter, R., “Design of Circular Polarized Microstrip Patch Antenna for L band”, International Journal of Electronics Signals and Systems, vol. 1, no. 3, pp. 47-50, 2012.

Publisher : International Journal of Electronics Signals and Systems

Year : 2012

Computational Thinking with Spreadsheet: Convolution, High-Precision Computing and Filtering of Signals and Images

Cite this Research Publication : KP Soman, Sachin Kumar S, Soumya V, Shajeesh KU, Computational Thinking with Spreadsheet: Convolution, High-Precision Computing and Filtering of Signals and Images, International Journal of Computer Applications, 60(19):1-7, 2012

Publisher : International Journal of Computer Applications

Year : 2012

Computational Thinking with Spreadsheet: Convolution , high precision computing, Signal and Image Processing

Cite this Research Publication : K. P. Soman, K.Ummer, S., Sowmya, V., and Sachin Kumar S., “Computational Thinking with Spreadsheet: Convolution , high precision computing, Signal and Image Processing”, International Journal of Computer Applications, 2012.

Publisher : International Journal of Computer Applications

Year : 2012

Comparative Analysis of Structure and Texture based Image Inpainting Techniques

Cite this Research Publication : Dr. Padmavathi S. and Dr. Soman K. P., “Comparative Analysis of Structure and Texture based Image Inpainting Techniques”, International Journal of Electronics and Computer Science Engineering,(IJECSE) Volume, vol. 1, pp. 1062 - 1069, 2012.

Publisher : IJECSE

Year : 2012

Communication with less hardware

Cite this Research Publication : A. Joseph, K. P. Soman, and Babu, J. Sara, “Communication with less hardware”, International Journal Of Computer Technology and Application, vol. 3, pp. 1528-1531, 2012.

Publisher : International Journal Of Computer Technology and Application

Year : 2012

Combined Method Of Level Set with Impact On Pre-processing For Binarization Of Document Images In Tamil Script

Cite this Research Publication : A. Ashok, Soman, K. P., S, J., and S, D., “Combined Method Of Level Set with Impact On Pre-processing For Binarization Of Document Images In Tamil Script”, International Journal of Computer Applications(IJCA), 2012.

Publisher : IJCA

Year : 2012

Clause boundary identification for Tamil language using dependency parsing

Cite this Research Publication : A. M Kumar, Dhanalakshmi, V., Dhivya, R., and Dr. Soman K. P., “Clause Boundary Identification for Tamil Language using Dependency Parsing”, Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, vol. 62 LNICST, pp. 195-197, 2012.

Publisher : Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering

Year : 2012

Morphological analyzer for Malayalam using machine learning

Cite this Research Publication : V. Pa Abeera, Aparna, Sa, Rekha, R. Ua, M Kumar, A., Dhanalakshmi, Va, Soman, K. Pa, and Rajendran, Sb, “Morphological analyzer for Malayalam using machine learning”, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 6411 LNCS, pp. 252-254, 2012.

Publisher : Lecture Notes in Computer Science

Year : 2012

A novel approach to morphological generator for Tamil

Cite this Research Publication : R. Ua Rekha, M Kumar, A., Dhanalakshmi, Va, Soman, K. Pa, and Rajendran, Sb, “A novel approach to morphological generator for Tamil”, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 6411 LNCS, pp. 249-251, 2012.

Publisher : Lecture Notes in Computer Science

Year : 2012

Tamil to Hindi machine transliteration using support vector machines

Cite this Research Publication : Sa Keerthana, Dhanalakshmi, Vb, M Kumar, A., Ajith, V. Pa, and Soman, K. Pa, “Tamil to Hindi machine transliteration using support vector machines”, Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, vol. 62 LNICST, pp. 262-264, 2012.

Publisher : Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering,

Year : 2011

Understanding Theory Behind Compressed Sensing

Cite this Research Publication : Dr. Soman K. P. and Narayanankutty, K. A., “Understanding Theory Behind Compressed Sensing”, Int. J. Sensing, Computing & Control, vol. 1, pp. 80-91, 2011.

Publisher : Int. J. Sensing, Computing & Control

Year : 2011

Corpus Driven Malayalam Text-to-Speech Synthesis for Interactive Voice Response System

Cite this Research Publication : Arun S, Sachin Kumar S, Hemanth VK, M Sabarimalai Manikandan, KP Soman, Corpus Driven Malayalam Text-to-Speech Synthesis for Interactive Voice Response System, International Journal of Computer Applications, Vol 29, No 4, 2011

Publisher : International Journal of Computer Applications

Year : 2011

An Approach to Handle Idioms and Phrasal Verbs in EnglishTamil Machine Translation System

Cite this Research Publication : T. G, Kumar, M., Dhanalakshmi, V., and Dr. Soman K. P., “An Approach to Handle Idioms and Phrasal Verbs in EnglishTamil Machine Translation System”, International Journal of Computer Applications, vol. 26, 2011.

Publisher : International Journal of Computer Applications

Year : 2011

A Simplified Approach to Word Alignment Algorithm for English-Tamil Translation

Cite this Research Publication : Harshawardhan, Augustine, M., and Dr. Soman K. P., “A Simplified Approach to Word Alignment Algorithm for English-Tamil Translation”, vol. 2, 2011.

Publisher : Volume 2

Year : 2011

Feature Selection in Top Down Visual Attention Model with WEKA

Cite this Research Publication : J. Amudha, Soman, K. P., and Kiran, Y., “Feature Selection in Top Down Visual Attention Model with WEKA”, International Journal of Computer Applications, vol. 24, pp. 38–43, 2011.

Publisher : International Journal of Computer Applications

Year : 2011

A Rule based Kannada Morphological Analyzer and Generator using Finite State Transducer

Cite this Research Publication : A. P. J and Dr. Soman K. P., “A Rule based Kannada Morphological Analyzer and Generator using Finite State Transducer”, International Journal of Computer Applications , vol. 27, no. 10, pp. 45-52, 2011.

Publisher : International Journal of Computer Applications

Year : 2011

Parts Of Speech Tagging for Indian Languages: A Literature Survey

Cite this Research Publication : Dr. Soman K. P. and J, A. P., “Parts Of Speech Tagging for Indian Languages: A Literature Survey”, International Journal of Computer Applications , vol. 34, no. 8, pp. 0975-8887, 2011.

Publisher : International Journal of Computer Applications

Year : 2011

Machine Transliteration for Indian Languages: A Literature Survey

Cite this Research Publication : Dr. Soman K. P. and J, A. P., “Machine Transliteration for Indian Languages: A Literature Survey”, International Journal of Scientific & Engineering Research, IJSER, 2011.

Publisher : International Journal of Scientific & Engineering Research, IJSER

Year : 2011

Rule based Sentence Simplification for English to Tamil Machine Translation System

Cite this Research Publication : P. C, V, D., M, Akumar, and Dr. Soman K. P., “Rule based Sentence Simplification for English to Tamil Machine Translation System”, International Journal of Computer Applications, vol. 25, pp. 38-42, 2011.

Publisher : IJCA

Year : 2011

Phrase based English–Tamil Translation System by Concept Labeling using Translation Memory

Cite this Research Publication : R. Harshawardhan, Augustine, M. Sara, and Dr. Soman K. P., “Phrase based English–Tamil Translation System by Concept Labeling using Translation Memory”, International Journal of Computer Applications (0975–8887), vol. 20, 2011.

Publisher : Citeseer

Year : 2011

Multi-User Spectrum Sensing based on Multi-Taper Method for Cognitive Environments

Cite this Research Publication : S. S. Prasad, Gandhiraj R., and Dr. Soman K. P., “Multi-User Spectrum Sensing based on Multi-Taper Method for Cognitive Environments”, International Journal of Computer Applications (IJCA), vol. 22, no. 9, pp. 2613–1093, 2011.

Publisher : Citeseer

Year : 2011

A Knowledge Driven Computational Visual Attention Model

Cite this Research Publication : J. Amudha, Dr. Soman K. P., and S Reddy, P., “A Knowledge Driven Computational Visual Attention Model”, International Journal of Computer Science Issues, vol. 8, no. 3, 2011.

Publisher : Citeseer

Year : 2011

Feature Selection in Top-Down Visual Attention Model using WEKA.

Cite this Research Publication : Amudha J., Soman, K. P., and Kiran, Y., “Feature Selection in Top Down Visual Attention Model with WEKA”, International Journal of Computer Applications, vol. 24, pp. 38–43, 2011.

Publisher : International Journal of Computer Applications

Year : 2011

Feature Selection in top-down visual attention model

Cite this Research Publication : K. P. Soman and Amudha J., “Feature Selection in top-down visual attention model”, International Journal of Computer application, vol. 24, pp. 38–43, 2011.

Publisher : International Journal of Computer application

Year : 2011

An Efficient R-peak Detection Based on New Nonlinear Transformation and First-Order Gaussian Differentiator

Cite this Research Publication : P. Kathirvel, Manikandan, M. S., Prasanna, S. R. M., and Dr. Soman K. P., “An Efficient R-peak Detection Based on New Nonlinear Transformation and First-Order Gaussian Differentiator”, Cardiovascular Engineering and Technology, vol. 2, pp. 408-425, 2011.

Publisher : Cardiovascular Engineering and Technology

Year : 2011

DATA DRIVEN SUFFIX LIST AND CONCATENATION ALGORITHM FOR TELUGU MORPHOLOGICAL GENERATOR.

Cite this Research Publication : S. R Narayanan and Dr. Soman K. P., “DATA DRIVEN SUFFIX LIST AND CONCATENATION ALGORITHM FOR TELUGU MORPHOLOGICAL GENERATOR.”, International Journal of Engineering Science & Technology, vol. 3, 2011.

Publisher : International Journal of Engineering Science Technology

Year : 2011

Automated Referee Whistle Sound Detection for Extraction of Highlights from Sports Video

Cite this Research Publication : P. Kathirvel, M Manikandan, S., and Dr. Soman K. P., “Automated Referee Whistle Sound Detection for Extraction of Highlights from Sports Video”, International Journal of Computer Applications, vol. 12, pp. 0975–8887, 2011.

Publisher : Citeseer

Year : 2011

An Approach to handle Idioms and Phrasal verbs in English to Tamil Machine Translation System

Cite this Research Publication : , M. Kumar, A., Dhanalakshmi, V., and Soman, K. P., “An Approach to handle Idioms and Phrasal verbs in English to Tamil Machine Translation System”, International Journal of Computer Applications(IJCA) (Impact Factor-0.835) Foundation of Computer Science, 2011.

Publisher : IJCA

Year : 2010

Penn Treebank-Based Syntactic Parsers for South Dravidian Languages using a Machine Learning Approach

Cite this Research Publication : Dr. Soman K. P., J, A. P., and Warrier, N. J., “Penn Treebank-Based Syntactic Parsers for South Dravidian Languages using a Machine Learning Approach”, International Journal of Computer Applications, vol. 7, 2010.

Publisher : International Journal of Computer Applications

Year : 2010

English to Tamil Transliteration using One Class Support Vector Machine

Cite this Research Publication : M. S. Vijaya, Shivapratap, G., and Dr. Soman K. P., "English to Tamil Transliteration using One Class Support Vector Machine", International Journal of Applied Engineering Research, vol. 5, no. 4, pp. 641-652, 2010.

Publisher : International Journal of Applied Engineering Research

Year : 2010

Implementation and Comparative Study of Image Fusion Algorithms

Cite this Research Publication : Shivsubramani Krishnamoorthy and K P Soman. “Implementation and Comparative Study of Image Fusion Algorithms”. International Journal of Computer Applications, Vol: 9(2) pages2535, November 2010. – Selected as editor’s choice

Publisher : International Journal of Computer Applications

Year : 2010

A Novel Approach for English to South Dravidian Language Statistical Machine Translation System

Cite this Research Publication : Unnikrishnan, P., P. J. Antony, and K. P. Soman. "A novel approach for English to South Dravidian language statistical machine translation system." International Journal on Computer Science and Engineering, 2.08 (2010): 2749-2759.

Publisher : International Journal on Computer Science and Engineering

Year : 2010

A Simple Approach to Clustering in Excel

Cite this Research Publication : Dr. Soman K. P., H, A., and Rajgopal, C., “A Simple Approach to Clustering in Excel”, International Journal of Computer Applications (0975 – 8887), vol. 11, 2010.

Publisher : International Journal of Computer Applications

Year : 2010

Spline Biorthogonal Wavelet Design

Cite this Research Publication : T. Arathi, Soman, K. P., and Parameshwaran, L., “Spline Biorthogonal Wavelet Design”, Proceedings of International Conference on Advances in Information and Communication Technologies, Communications in Computer and Information Science, vol. 101, pp. 672-674, 2010.

Publisher : Proceedings of International Conference on Advances in Information and Communication Technologies, Communications in Computer and Information Science

Year : 2010

A sequence labeling approach to morphological analyzer for Tamil language

Cite this Research Publication : A. M Kumar, Dhanalakshmi, V., Dr. Soman K. P., and Rajendran, S., “A sequence labeling approach to morphological analyzer for Tamil language”, IJCSE) International Journal on Computer Science and Engineering, vol. 2, pp. 1944–195, 2010.

Publisher : Citeseer

Year : 2010

Robust Heart Sound Activity Detection in Noisy Environments

Cite this Research Publication : S. M Manikandan and Dr. Soman K. P., “Robust Heart Sound Activity Detection in Noisy Environments”, Electronics letters, vol. 46, pp. 1100–1102, 2010.

Publisher : Electronics letters

Year : 2010

Paradigm based morphological analyzer for kannada language using machine learning approach

Cite this Research Publication : P. J. Antony, Dr. M. Anand Kumar, and Dr. Soman K. P., “Paradigm based morphological analyzer for kannada language using machine learning approach”, International journal on-Advances in Computer Science and Technology (ACST), ISSN 0973-6107, vol. 3, pp. 457–481, 2010.

Publisher : International journal on-Advances in Computer Science and Technology (ACST)

Year : 2010

A Paradigm based Morphological Analyzer for English to Kannada Using a Machine Learning Approach.

Cite this Research Publication : P. J. Antony, M Kumar, A., and Dr. Soman K. P., “A Paradigm based Morphological Analyzer for English to Kannada Using a Machine Learning Approach.”, Advances in Computational Sciences & Technology, Research India Publication(RIP), vol. 3, 2010.

Publisher : Research India Publication

Year : 2010

A Novel Methodology for Designing Linear Phase IIR Filters

Cite this Research Publication : Dr. Ramanathan R. and Dr. Soman K. P., “A Novel Methodology for Designing Linear Phase IIR Filters”, Aceee International Journal on Communication, vol. 1, 2010.

Publisher : Aceee International Journal on Communication

Year : 2010

A Novel Data Driven Algorithm for Tamil Morphological Generator

Cite this Research Publication : A. M Kumar, Rekha, R. U., Dr. Soman K. P., Rajendran, S., and Dhanalakshmi, V., “A Novel Data Driven Algorithm for Tamil Morphological Generator”, International Journal of Computer Applications, vol. 6, pp. 52–56, 2010.

Publisher : Foundation of Computer Science

Year : 2010

Natural Language processing Tools for Tamil grammar Learning and Teaching

Cite this Research Publication : V. Dhanalakshmi, Rajendran, S., M Kumar, A., and Dr. Soman K. P., “Natural Language processing Tools for Tamil grammar Learning and Teaching”, International journal of Computer Applications (0975-8887), vol. 8, 2010.

Publisher : International journal of Computer Applications

Year : 2009

A SVM based approach to Telugu Parts Of Speech Tagging using SVMTool

Cite this Research Publication : G. Binulal, Goud, P., and Dr. Soman K. P., “A SVM based approach to Telugu Parts Of Speech Tagging using SVMTool”, INFORMATION PAPER International Journal of Recent Trends in Engineering, vol. 1, 2009.

Publisher : INFORMATION PAPER International Journal of Recent Trends in Engineering

Year : 2009

English to Malayalam Transliteration Using Sequence Labeling Approach

Cite this Research Publication : S. Sasidharan, Loganathan, R., and Dr. Soman K. P., “English to Malayalam Transliteration Using Sequence Labeling Approach”, International Journal of Recent Trends in Engineering, vol. 1, 2009.

Publisher : International Journal of Recent Trends in Engineering

Year : 2009

Simplified Method of Designing Daubechies Wavelets in Class Room

Cite this Research Publication : A. P Goud, G Binulal, S., and Dr. Soman K. P., “Simplified Method of Designing Daubechies Wavelets in Class Room”, 1, no. 4, pp. 52-54, 2009.

Publisher : 1, Issue 4, p.52-54

Year : 2009

Computational Morphology and Natural Language Parsing for Indian Languages: A Literature Survey

Cite this Research Publication : Dr. Soman K. P. and J, A. P., “Computational Morphology and Natural Language Parsing for Indian Languages: A Literature Survey ”, International Journal of Scientific and Engineering Research 3 , 2009.

Publisher : International Journal of Scientific and Engineering Research 3

Year : 2009

English to Tamil Transliteration using WEKA

Cite this Research Publication : Dr. Soman K. P., MS, V., VP, A., and G, S., “English to Tamil Transliteration using WEKA”, International Journal of Recent Trends in Engineering, vol. 1, no. 1, p. 498, 2009.

Publisher : International Journal of Recent Trends in Engineering

Year : 2009

An Effective Scheme for Generating Irrevocable Cryptographic Key from Cancelable Fingerprint Templates

Cite this Research Publication : N. Lalithamani and Dr. Soman K. P., “An Effective Scheme for Generating Irrevocable Cryptographic Key from Cancelable Fingerprint Templates”, Int. J. Comput. Sci. Netw. Secur, vol. 9, no. 3, pp. 183-193, 2009.

Publisher : Int. J. Comput. Sci. Netw. Secur

Year : 2009

Tamil POS tagging using Linear Programming

Cite this Research Publication : V. Dhanalakshmi, Shivapratap, G., Dr. Soman K. P., Rajendran, S., and M Kumar, A., “Tamil POS tagging using Linear Programming”, International Journal of Recent Trends in Engineering, Vol. 1, Iss. 2, (May 2009): 166-169.

Publisher : Citeseer

Year : 2009

Selective tuning visual attention model

Cite this Research Publication : Amudha J. and Dr. Soman K. P., “Selective tuning visual attention model”, International Journal of Recent Trends in Engineering, vol. 2, pp. 117–119, 2009.

Publisher : International Journal of Recent Trends in Engineering

Year : 2009

Saliency based visual tracking of vehicle

Cite this Research Publication : J. Amudha and Dr. Soman K. P., “Saliency based visual tracking of vehicle”, International Journal of Recent Trends in Engineering, vol. 2, no. 2, p. 114, 2009.

Publisher : International Journal of Recent Trends in Engineering

Year : 2009

Irrevocable cryptographic key generation from cancelable fingerprint templates: An enhanced and effective scheme

Cite this Research Publication : N. Lalithamani and Dr. Soman K. P., “Irrevocable Cryptographic Key Generation from Cancelable Fingerprint Templates: An Enhanced and Effective Scheme”, European Journal of Scientific Research, 2009.

Publisher : European Journal of Scientific Research

Year : 2008

English to Tamil Transliteration using Sequence Labeling Approach

Cite this Research Publication : M. S. Vijaya, Loganathan, R., Shivapratap, G., Ajith, V. P., and Dr. Soman K. P., “English to Tamil Transliteration using Sequence Labeling Approach”, International Conference on Asian Language Processing, Thailand, 2008.

Publisher : International Conference on Asian Language Processing

Year : 2007

Multiclass Hierarchical SVM for Recognition of Printed Tamil Characters

Cite this Research Publication : S. K, R, L., CJ, S., V, A., and Dr. Soman K. P., “Multiclass Hierarchical SVM for Recognition of Printed Tamil Characters ”, 2007.

Publisher : (2007)

Year : 2006

Insight in to wavelets

Cite this Research Publication : Dr. Soman K. P. and Ramachandran, K. I., “Insight in to wavelets”, Printice-Hall, India, 2006.

Publisher : Printice-Hall, India

Year : 1995

Event tree analysis of a power system using Bayesian and fuzzy set approach

Cite this Research Publication : S. Patra, Dr. Soman K. P., and Misra, R. B., “Event tree analysis of a power system using Bayesian and fuzzy set approach”, JOURNAL-INSTITUTION OF ENGINEERS INDIA PART ET ELECTRONICS AND TELECOMMUNICATIONS ENGINEERING DIVISION, pp. 11-18, 1995.

Publisher : JOURNAL-INSTITUTION OF ENGINEERS INDIA PART ET ELECTRONICS AND TELECOMMUNICATIONS ENGINEERING DIVISION

Year : 1994

Bayesian sequential estimation of two parameters of a Weibull distribution

Cite this Research Publication : Dr. Soman K. P. and Misra, K. B., “Bayesian sequential estimation of two parameters of a Weibull distribution”, Microelectronics Reliability, vol. 34, pp. 509 - 519, 1994.

Publisher : Microelectronics Reliability

Year : 1993

A simple method for generating K-trees of a network

Cite this Research Publication : D. Rath and Dr. Soman K. P., “A simple method for generating K-trees of a network”, Microelectronics Reliability, vol. 33, pp. 1241 - 1244, 1993.

Publisher : Microelectronics Reliability

Year : 1993

On Bayesian Estimation of System Reliability

Cite this Research Publication : Dr. Soman K. P. and Misra, K. B., “On Bayesian Estimation of System Reliability”, Microelectronics Reliability, vol. 33, pp. 1455 - 1459, 1993.

Publisher : Microelectronics Reliability

Year : 1993

Fuzzy Fault Tree Analysis using Resolution Identity

Cite this Research Publication : K. B. Misra and Dr. Soman K. P., “Fuzzy Fault Tree Analysis using Resolution Identity”, J Fuzzy Math, vol. 1, pp. 193-212, 1993.

Publisher : J Fuzzy Math

Year : 1992

Moments of order statistics using the orthogonal inverse expansion method and its application in reliability

Cite this Research Publication : Dr. Soman K. P. and Misra, K. B., “Moments of order statistics using the orthogonal inverse expansion method and its application in reliability”, Microelectronics Reliability, vol. 32, pp. 469 - 473, 1992.

Publisher : Microelectronics Reliability

Year : 1992

A Least Square Estimation of Three Parameters of a Weibull Distribution

Cite this Research Publication : Dr. Soman K. P. and Misra, K. B., “A Least Square Estimation of Three Parameters of a Weibull Distribution”, Microelectronics Reliability, vol. 32, pp. 303 - 305, 1992.

Publisher : Microelectronics Reliability

Year : 2022

Grapheme to Phoneme Conversion for Malayalam Speech Using Encoder-Decoder Architecture

Cite this Research Publication : Priyamvada, R., Govind, D., Menon, V.K., Premjith, B., Soman, K.P., "Grapheme to Phoneme Conversion for Malayalam Speech Using Encoder-Decoder Architecture," (2022) Smart Innovation, Systems and Technologies, 266, pp. 41-49., DOI: 10.1007/978-981-16-6624-7_5

Year : 2022

Amrita_CEN at SemEval-2022 Task 6: A Machine Learning Approach for Detecting Intended Sarcasm using Oversampling

Cite this Research Publication : Ajayan, A.K., Mohanan, K., Anugraha, S., Premjith, B., Soman, K. P., "Amrita_CEN at SemEval-2022 Task 6: A Machine Learning Approach for Detecting Intended Sarcasm using Oversampling, (2022) SemEval 2022," 16th International Workshop on Semantic Evaluation, Proceedings of the Workshop, pp. 834-839.

Year : 2022

Findings of the Shared Task on Multimodal Sentiment Analysis and Troll Meme Classification in Dravidian Languages

Cite this Research Publication : Premjith, B., Chakravarthi, B.R., Subramanian, M., Bharathi, B., Soman, K.P., Vadivel, D., Sreelakshmi, K., Pandian, A., Kumaresan, P.K., Findings of the Shared Task on Multimodal Sentiment Analysis and Troll Meme Classification in Dravidian Languages, (2022) DravidianLangTech 2022 - 2nd Workshop on Speech and Language Technologies for Dravidian Languages, Proceedings of the Workshop, pp. 254-260.

Year : 2022

CEN-Tamil@DravidianLangTech-ACL2022: Abusive Comment detection in Tamil using TF-IDF and Random Kitchen Sink Algorithm

Cite this Research Publication : Prasanth S N, R Aswin Raj, Adhithan P, Premjith B, Soman Kp "CEN-Tamil@DravidianLangTech-ACL2022: Abusive Comment detection in Tamil using TF-IDF and Random Kitchen Sink Algorithm", Proceedings of the Second Workshop on Speech and Language Technologies for Dravidian Languages, (Dublin, Ireland, 70 - 74), 2022.

Year : 2022

Influence of Additional Spectral Bands for Epiphyte Segmentation on Dru-Net

Cite this Research Publication : Menona, Anjana K., V. V. Sajithvariyar, Ramesh Sivanpillaib, Sowmya Va, Gregory K. Brownc, and K. P. Somana. "Influence of Additional Spectral Bands for Epiphyte Segmentation on Dru-Net." ISPRS-International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences 46 (2022): 159-163.

Publisher : ISPRS-International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences

Year : 2022

Multiple Oil Pad Detection Using Deep Learning

Cite this Research Publication : Giri, A., V. V. Sajith Variyar, V. Sowmya, R. Sivanpillai, and K. P. Soman. "Multiple Oil Pad Detection Using Deep Learning." ISPRS-International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences 46 (2022): 91-96.

Publisher : ISPRS-International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences

Year : 2022

MARS: A Hybrid Deep CNN-based Multi-Accent Recognition System for English Language

Cite this Research Publication : Darshana, S., Theivaprakasham, H., Jyothish Lal, G., Premjith, B., Sowmya, V., Soman, K. P., "MARS: A Hybrid Deep CNN-based Multi-Accent Recognition System for English Language" (2022) 2022 1st International Conference on Artificial Intelligence Trends and Pattern Recognition, ICAITPR 2022, DOI: 10.1109/ICAITPR51569.2022.9844177

Publisher : ICAITPR

Year : 2022

Oil Spill Detection from Images using Deep Learning

Cite this Research Publication : Vignesh Gopinath, Sachin Kumar S, Neethu Mohan, K P Soman, Oil Spill Detection from Images using Deep Learning, ADSC 2022 (Accepted)

Publisher : ADSC

Year : 2022

Meme-Text Analysis: Identifying Sentiment of Memes

Cite this Research Publication : P Aditya Krishna Rohith, Sachin Kumar S, K P Soman, Meme-Text Analysis: Identifying Sentiment of Memes, ADSC, 2022 (Accepted)

Publisher : ADSC

Year : 2022

Data-Driven Volatile Cryptocurrency Price Forecasting via Variational Mode Decomposition and Bi-LSTM

Cite this Research Publication : Rohith Ramakrishnan, Anirudh Vadakedath, Anirudh Bhaskar, Sachin Kumar S, and KP Soman, Data-Driven Volatile Cryptocurrency Price Forecasting via Variational Mode Decomposition and Bi-LSTM, ICICC, 2022 (Accepted, presented)

Publisher : ICICC

Year : 2022

Biological Sequence Classification using Deep Learning Architecture

Cite this Research Publication : Arrun Sivasubramanian, Prashanth VR, Sachin Kumar S, Soman KP, Biological Sequence Classification using Deep Learning Architectures, ICICC, 2022(Accepted, presented)

Publisher : ICICC

Year : 2021

Parkinson’s Disease Classification from Magnetic Resonance Images (MRI) using Deep Transfer Learned Convolutional Neural Networks

Cite this Research Publication : Veetil, I. K., Gopalakrishnan, E. A., Sowmya, V. and Soman, K. P. “Parkinson’s disease classification from Magnetic Resonance Images using deep transfer learned Convolutional Neural Networks”, Proceedings of 18th Indian Council International Conference, INDICON (2021).

Publisher : INDICON

Year : 2021

Performance Improvement in Deep Learning Architecture for Phonocardiogram Signal Classification Using Spectrogram

Cite this Research Publication : Kesav, R. Sai, M. Bhanu Prakash, Krishanth Kumar, V. Sowmya, and K. P. Soman. "Performance Improvement in Deep Learning Architecture for Phonocardiogram Signal Classification Using Spectrogram." In International Conference on Advances in Computing and Data Sciences, pp. 538-549. Springer, Cham, 2021.

Publisher : Springer

Year : 2021

Deep Learning Based Emotion Classification of Hindi Text from Social Media

Cite this Research Publication : Sruthi S Kumar, Sachin Kumar S, Soman K P, Deep Learning Based Emotion Classification of Hindi Text from Social Media, MISP 2021 (Accepted, Scopus)

Year : 2021

Deep Learning Based Topic Categorization of Tamil Social Media Text Content

Cite this Research Publication : Geerthana Anusha M, Sachin Kumar S, and K.P.Soman, Deep Learning Based Topic Categorization of Tamil Social Media Text Content, MISP 2021 (Accepted, Scopus)

Publisher : MISP

Year : 2021

Multilingual Speech Recognition for Indian Languages

Cite this Research Publication : Priyamvada R, Sachin Kumar S, Bharathi Ganesh HB, Soman KP, Multilingual Speech Recognition for Indian Languages, MISP 2021 (Accepted, Scopus)

Publisher : MISP

Year : 2021

Deep Learning based NLP Embedding Approach for Biosequence Classification

Cite this Research Publication : Shamika Ganesan, Sachin Kumar S and Soman KP, Deep Learning based NLP Embedding Approach for Biosequence Classification, MIKE 2021 (Accepted, Scopus)

Year : 2021

Biological Sequence Embedding Based Classification for MERS and SARS

Cite this Research Publication : Ganesan, S., Sachin Kumar, S., Soman, K.P. (2021). Biological Sequence Embedding Based Classification for MERS and SARS. In: Singh, M., Tyagi, V., Gupta, P.K., Flusser, J., Ören, T., Sonawane, V.R. (eds) Advances in Computing and Data Sciences. ICACDS 2021. Communications in Computer and Information Science, vol 1440. Springer, Cham

Publisher : Springer

Year : 2021

Hate Speech Detection from Code-mixed Indian Language Using Markov Chains.

Cite this Research Publication : Sreelakshmi K, Premjith B, Gopalakrishnan E A, Soman K P. Hate Speech Detection from Code-mixed Indian Language Using Markov Chains. In Proceedings of the 5th
International Conference on Intelligent Computing and Communication (ICICC-2021).

Publisher : ICICC-2021

Year : 2021

Analysis of Four Generator Architectures of C-Gan, Loss Function, and Annotation Method for Epiphyte Identification

Cite this Research Publication : Sajith Variyar V. V., Aswin Sunil, Sowmya V., Dr. Soman K. P., Ramesh Sivanpillai, and Greg Brown, “Analysis of Four Generator Architectures of C-Gan, Loss Function, and Annotation Method for Epiphyte Identification”, in International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 2021.

Publisher : Remote Sensing and Spatial Information Sciences

Year : 2021

Identifying Oil Pads in High Spatial Resolution Aerial Images Using Faster R-Cnn

Cite this Research Publication : Aswin Sunil, Sajith Variyar V. V., Sowmya V., Ramesh Sivanpillai, and Dr. Soman K. P., “Identifying Oil Pads in High Spatial Resolution Aerial Images Using Faster R-Cnn”, in ISPRS - International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 2021.

Publisher : ISPRS - International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences

Year : 2021

Amrita_CEN_NLP@DravidianLangTech-EACL2021: Deep Learning-based Offensive Language Identification in Malayalam, Tamil and Kannada

Cite this Research Publication : Sreelakshmi, K., Premjith, B., Soman, K.P., Amrita CEN NLP@DravidianLangTech-EACL2021: "Deep Learning-based Offensive Language Identification in Malayalam, Tamil and Kannada", (2021) Proceedings of the 1st Workshop on Speech and Language Technologies for Dravidian Languages, DravidianLangTech 2021 at 16th Conference of the European Chapter of the Association for Computational Linguistics, EACL 2021, pp. 249-254.

Publisher : Proceedings of the First Workshop on Speech and Language Technologies for Dravidian Languages

Year : 2021

Impact of Dimension Reduced Spectral Features on Open Set Domain Adaptation for Hyperspectral Image Classification

Cite this Research Publication : K. C. S., Sowmya, V., and Dr. Soman K. P., “Impact of Dimension Reduced Spectral Features on Open Set Domain Adaptation for Hyperspectral Image Classification”, in Evolution in Computational Intelligence, Singapore, 2021.

Publisher : Springer Singapore

Year : 2021

Performance Improvement of Deep Residual Skip Convolution Neural Network for Atrial Fibrillation Classification

Cite this Research Publication : Sanjana, K., Sowmya, V., Gopalakrishnan, E. A. and Soman, K. P. “Performance improvement of deep residual skip convolution neural network for atrial fibrillation classification”. (2021). Advances in Intelligent Systems & Computing, 1176, 755-763.

Publisher : Springer Singapore

Year : 2021

Analysis of Contextual and Non-contextual Word Embedding Models for Hindi NER with Web Application for Data Collection

Cite this Research Publication : Barua, A., Thara, S., Premjith, B., Soman, K. P., "Analysis of Contextual and Non-contextual Word Embedding Models for Hindi NER with Web Application for Data Collection," (2021) Communications in Computer and Information Science, 1367, pp. 183-202. DOI: 10.1007/978-981-16-0401-0_14

Year : 2021

Aspect-Based Sentiment Analysis in Hindi: Comparison of Machine/Deep Learning Algorithms

Cite this Research Publication : Sai Aparna, T., Simran, K., Premjith, B., Soman, K. P., "Aspect-Based Sentiment Analysis in Hindi: Comparison of Machine/ Deep Learning Algorithms," (2021) Lecture Notes in Networks and Systems, 173 LNNS, pp. 81-91., DOI: 10.1007/978-981-33-4305-4_7

Year : 2021

Robust Malware Detection using Residual Attention Network

Cite this Research Publication : Shamika Ganesan, R. Vinayakumar, Moez Krichen, Sowmya V., Roobaea Alroobaea, and Dr. Soman K. P., “Robust Malware Detection using Residual Attention Network”, in Digest of Technical Papers - IEEE International Conference on Consumer Electronics, 2021, pp. 1-6.

Publisher : IEEE

Year : 2021

Noise Reduction of ECG using Chebyshev filter and Classification using Machine Learning Algorithms

Cite this Research Publication : Prakash, M. B, Sowmya, V., Gopalakrishnan, E. A. and Soman, K. P. “Noise reduction of ECG using Chebyshev filter and classification using machine learning algorithms”, Proceedings of International Conference on Computing, Communication and Intelligent Systems. (2021).

Publisher : IEEE

Year : 2020

Emotion Detection in Hinglish (Hindi+English) Code-Mixed Social Media Text

Cite this Research Publication : Sasidhar, T.T., Premjith, B., Soman, K.P., "Emotion Detection in Hinglish(Hindi+English) Code-Mixed Social Media Text," (2020) Procedia Computer Science, 171, pp. 1346-1352. DOI: 10.1016/j.procs.2020.04.144

Year : 2020

Overview of the track on HASOC-Offensive Language Identification-DravidianCodeMix

Cite this Research Publication : Chakravarthi, B.R., Anand Kumar, M., McCrae, J.P., Premjith, B., Soman, K.P., Mandl, T. Overview of the track on HASOC-offensive Language Identification-DravidianCodeMix (2020) CEUR Workshop Proceedings, 2826, pp. 112-120.

Year : 2020

Dynamic Modes based Feature with Random Mapping for Sentiment Analysis

Cite this Research Publication : Sachin Kumar S, M Anand Kumar, KP Soman, Prabaharan P, Dynamic Modes based Feature with Random Mapping for Sentiment Analysis, Intelligent Systems, Technologies and Applications (ISTA), Springer, Vol 910, pp 1-15, 2020 (Scopus)

Publisher : Springer

Year : 2020

Dynamic Mode-Based Feature with Random Mapping for Sentiment Analysis

Cite this Research Publication : S. S. Kumar, M. Kumar, A., Dr. Soman K. P., and Poornachandran, P., “Dynamic Mode-Based Feature with Random Mapping for Sentiment Analysis”, in Intelligent Systems, Technologies and Applications, Singapore, 2020.

Publisher : Springer Singapore

Year : 2020

Group Sparsity Assisted Synchrosqueezing Approach for Phonocardiogram Signal Denoising

Cite this Research Publication : Mohan, Neethu, Kumar, S., & Soman, K. (2020). Group sparsity assisted synchrosqueezing approach for phonocardiogram signal denoising. In 2020 11th International Conference on Computing, Communication and Networking Technologies (ICCCNT) (pp. 1–5). IEEE.

Publisher : IEEE

Year : 2020

Investigating the Significance of Dynamic Mode Decomposition for Fast and Accurate Parameter Estimation in Power Grids

Cite this Research Publication : Kumar, K. S., Krishna, U. V., Mohan, Neethu, Sowmya, V., Soman, K. et al. (2020). Investigating the significance of dynamic mode decomposition for fast and accurate parameter estimation in power grids. In 2020 11th International Conference on Computing, Communication and Networking Technologies (ICCCNT) (pp. 1–5). IEEE.

Publisher : IEEE

Year : 2020

In-Vehicle Occupancy Detection And Classification Using Machine Learning

Cite this Research Publication : M. Vamsi and Dr. Soman K. P., “In-Vehicle Occupancy Detection And Classification Using Machine Learning”, in 2020 11th International Conference on Computing, Communication and Networking Technologies (ICCCNT), Kharagpur, India, 2020.

Publisher : IEE

Year : 2020

Analysis of Adversarial based Augmentation for Diabetic Retinopathy Disease Grading

Cite this Research Publication : R. Balasubramanian, Vishvanathan, S., Gopalakrishnan, E. A., Menon, V., V, S. V., and Dr. Soman K. P., “Analysis of Adversarial based Augmentation for Diabetic Retinopathy Disease Grading”, in 2020 11th International Conference on Computing, Communication and Networking Technologies, 2020.

Year : 2020

Deep Learning Based Approach for Multiple Myeloma Detection

Cite this Research Publication : M. T. Vyshnav, Sowmya, V., Gopalakrishnan, E. A., V.V., S. Variyar, Menon, V. Krishna, and Dr. Soman K. P., “Deep Learning Based Approach for Multiple Myeloma Detection”, in 2020 11th International Conference on Computing, Communication and Networking Technologies (ICCCNT), Kharagpur, India, 2020.

Publisher : IEEE

Year : 2020

Network Flow based IoT Botnet Attack Detection using Deep Learning

Cite this Research Publication : S. Sriram, Vinayakumar, R., Alazab, M., and Dr. Soman K. P., “Network Flow based IoT Botnet Attack Detection using Deep Learning”, in IEEE INFOCOM 2020 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS), Toronto, ON, Canada, 2020.

Publisher : IEEE INFOCOM 2020 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS), IEEE

Year : 2020

Overview of the track on HASOC-Offensive Language Identification-DravidianCodeMix

Cite this Research Publication : B. Raja Chakravarthi, Anand Kumar M., John P. McCrae, B. Premjith, Dr. Soman K. P., and Mandl T., “Overview of the track on HASOC-Offensive Language Identification-DravidianCodeMix”, in FIRE, 2020.

Publisher : FIRE

Year : 2020

Deep Learning Based Frameworks for Handling Imbalance in DGA, Email, and URL Data Analysis

Cite this Research Publication : S. Ketha, Balakrishna, P., Ravi, V., and Dr. Soman K. P., “Deep Learning Based Frameworks for Handling Imbalance in DGA, Email, and URL Data Analysis”, in Communications in Computer and Information Science, 2020.

Publisher : Communications in Computer and Information Science

Year : 2020

DCNN-IDS: Deep Convolutional Neural Network Based Intrusion Detection System

Cite this Research Publication : S. Sriram, Shashank, A., Vinayakumar, R., and Dr. Soman K. P., “DCNN-IDS: Deep Convolutional Neural Network Based Intrusion Detection System”, in Computational Intelligence, Cyber Security and Computational Models. Models and Techniques for Intelligent Systems and Automation, Singapore, 2020.

Publisher : Springer Singapore

Year : 2020

Cost-Sensitive Long Short-Term Memory for Imbalanced DGA Family Categorization

Cite this Research Publication : M. Harun R. Babu, Vinayakumar, R., and Dr. Soman K. P., “Cost-Sensitive Long Short-Term Memory for Imbalanced DGA Family Categorization”, in Advances in Electrical and Computer Technologies, Singapore, 2020.

Publisher : Springer Singapore

Year : 2020

Towards identifying most important leads for ECG classification. A Data driven approach employing Deep Learning

Cite this Research Publication : S. VG and Dr. Soman K. P., “Towards identifying most important leads for ECG classification. A Data driven approach employing Deep Learning”, in Procedia Computer Science, 2020.

Publisher : Procedia Computer Science

Year : 2020

Facial Emotion Recognition Using Shallow CNN

Cite this Research Publication : T. K. Sachin Saj, Babu, S., Reddy, V. Kiran, Gopika, P., Sowmya, V., and Dr. Soman K. P., “Facial Emotion Recognition Using Shallow CNN”, in Machine Learning and Metaheuristics Algorithms, and Applications, Singapore, 2020.

Publisher : Springer Singapore

Year : 2020

Towards Evaluating the Robustness of Deep Intrusion Detection Models in Adversarial Environment

Cite this Research Publication : S. Srinivasan, Ketha, S., Ravi, V., Soman, A., and Dr. Soman K. P., “Towards Evaluating the Robustness of Deep Intrusion Detection Models in Adversarial Environment”, in Communications in Computer and Information Science, 2020.

Publisher : Communications in Computer and Information Science

Year : 2020

Deep Learning Approach for Enhanced Cyber Threat Indicators in Twitter Stream

Cite this Research Publication : K. Simran, Balakrishna, P., Vinayakumar, R., and Dr. Soman K. P., “Deep Learning Approach for Enhanced Cyber Threat Indicators in Twitter Stream”, in Security in Computing and Communications, Singapore, 2020.

Publisher : Springer Singapore

Year : 2020

Real-Time Speed Bump Detection Using Image Segmentation for Autonomous Vehicles

Cite this Research Publication : J. Arunpriyan, Variyar, V. V. Sajith, Dr. Soman K. P., and Adarsh, S., “Real-Time Speed Bump Detection Using Image Segmentation for Autonomous Vehicles”, in Intelligent Computing, Information and Control Systems, Cham, 2020.

Publisher : Springer International Publishing, Cham

Year : 2020

DeepTrackNet: Camera Based End to End Deep Learning Framework for Real Time Detection, Localization and Tracking for Autonomous Vehicles

Cite this Research Publication : D. Amara, Karthika, R., and Dr. Soman K. P., “DeepTrackNet: Camera Based End to End Deep Learning Framework for Real Time Detection, Localization and Tracking for Autonomous Vehicles”, in Advances in Intelligent Systems and Computing, 2020.

Publisher : Advances in Intelligent Systems and Computing

Year : 2020

Intrinsic Evaluation for English–Tamil Bilingual Word Embeddings: Proceedings of ISTA 2018

Cite this Research Publication : S. Jp, Menon, V., Sankaravelayuthan, R., Dr. Soman K. P., and Kumar, M., “Intrinsic Evaluation for English–Tamil Bilingual Word Embeddings: Proceedings of ISTA 2018”, in Advances in Intelligent Systems and Computing, 2020.

Publisher : Advances in Intelligent Systems and Computing

Year : 2020

Temperature forecasting using Dynamic Mode Decomposition

Cite this Research Publication : A. S, Geetha P., and Dr. Soman K. P., “Temperature forecasting using Dynamic Mode Decomposition”, in 2020 3rd International Conference on Intelligent Sustainable Systems (ICISS), 2020.

Publisher : 2020 3rd International Conference on Intelligent Sustainable Systems (ICISS)

Year : 2020

cEnTam: Creation and Validation of a New English-Tamil Bilingual Corpus

Cite this Research Publication : Sanjanasri J.P., B. Premjith, Vijay Krishna Menon, K. P. Soman, “cEnTam: Creation and Validation of a New English-Tamil Bilingual Corpus”, BUCC@LREC 2020, pp. 61-64

Publisher : BUCC@LREC 2020

Year : 2020

Amrita_CEN_NLP @ WOSP 3C Citation Context Classification Task

Cite this Research Publication : B. Premjith and Dr. Soman K. P., “Amrita_CEN_NLP @ WOSP 3C Citation Context Classification Task”, in Proceedings of the 8th International Workshop on Mining Scientific Publications, Wuhan, China, 2020.

Publisher : Proceedings of the 8th International Workshop on Mining Scientific Publications, Association for Computational Linguistics

Year : 2020

Multi-scale Learning based Malware Variant Detection using Spatial Pyramid Pooling Network

Cite this Research Publication : S. Sriram, R. Vinayakumar, Sowmya V., Mamoun Alazab, and Dr. Soman K. P., “Multi-scale Learning based Malware Variant Detection using Spatial Pyramid Pooling Network”, in IEEE INFOCOM 2020 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS), Toronto, ON, Canada, 2020, pp. 740-745.

Publisher : IEEE

Year : 2020

Identifying epiphytes in drones photos with a conditional generative adversarial network (C-GAN)

Cite this Research Publication : Shashank Anivilla, Sajith Variyar V. V., Sowmya V., Dr. Soman K. P., Ramesh Sivanpillai, and Greg Brown, “Identifying epiphytes in drones photos with a conditional generative adversarial network (C-GAN)”, in ISPRS - International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, 2020, pp. 99-104.

Publisher : ISPRS - International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences

Year : 2020

Effect of Data Pre-processing on Brain Tumor Classification Using Capsulenet

Cite this Research Publication : V. R. Kurup, Sowmya, V., and Dr. Soman K. P., “Effect of Data Pre-processing on Brain Tumor Classification Using Capsulenet”, in ICICCT 2019 – System Reliability, Quality Control, Safety, Maintenance and Management, Singapore, 2020.

Publisher : Springer Singapore

Year : 2020

Emotion Detection in Hinglish(Hindi+English) Code-Mixed Social Media Text

Cite this Research Publication : T. Tulasi Sasidhar, B. Premjith, and Dr. Soman K. P., “Emotion Detection in Hinglish(Hindi+English) Code-Mixed Social Media Text”, in Procedia Computer Science, 2020, vol. 171, pp. 1346 - 1352.

Publisher : Procedia Computer Science

Year : 2020

Detection of Hate Speech Text in Hindi-English Code-mixed Data

Cite this Research Publication : Sreelakshmi K., B. Premjith, and Dr. Soman K. P., “Detection of Hate Speech Text in Hindi-English Code-mixed Data”, in Procedia Computer Science, 2020, vol. 171, pp. 737 - 744.

Publisher : Procedia Computer Science

Year : 2020

Automatic Seat Adjustment using Face Recognition

Cite this Research Publication : M. Vamsi, Dr. Soman K. P., and Guruvayurappan, K., “Automatic Seat Adjustment using Face Recognition”, in 2020 International Conference on Inventive Computation Technologies (ICICT), Coimbatore, India, 2020.

Publisher : IEEE

Year : 2020

Unsupervised Depth Estimation From Monocular Images For Autonomous Vehicles

Cite this Research Publication : V. Harisankar., Sajith, V. V. V., and Dr. Soman K. P., “Unsupervised Depth Estimation From Monocular Images For Autonomous Vehicles”, in 2020 Fourth International Conference on Computing Methodologies and Communication (ICCMC), Erode, India, India, 2020.

Publisher : IEEE

Year : 2020

Speed Bump Segmentation an Application of Conditional Generative Adversarial Network for Self-driving Vehicles

Cite this Research Publication : S. O. Patil, Variyar., V. V. Sajith, and Dr. Soman K. P., “Speed Bump Segmentation an Application of Conditional Generative Adversarial Network for Self-driving Vehicles”, in 2020 Fourth International Conference on Computing Methodologies and Communication (ICCMC), Erode, India, India, 2020.

Publisher : IEEE

Year : 2020

Capsule Network for Plant Disease and Plant Species Classification

Cite this Research Publication : V. R. Kurup, Anupama, M. A., Vinayakumar, R., Sowmya, V., and Dr. Soman K. P., “Capsule Network for Plant Disease and Plant Species Classification”, in Computational Vision and Bio-Inspired Computing, Cham, 2020.

Publisher : Springer International Publishing, Cham

Year : 2020

An Approach to Detect and Classify Defects in Cantilever Beams Using Dynamic Mode Decomposition and Machine Learning

Cite this Research Publication : K. Nagarajan, Ananthu, J., Menon, V. Krishna, Dr. Soman K. P., Gopalakrishnan, E. A., and Dr. Ajith Ramesh, “An Approach to Detect and Classify Defects in Cantilever Beams Using Dynamic Mode Decomposition and Machine Learning”, in Smart Innovation, Systems and Technologies, Singapore, 2020.

Publisher : Springer Singapore

Year : 2020

Remote Sensing Image Super-Resolution Using Residual Dense Network

Cite this Research Publication : A. Jayanarayan, Sowmya, V., and Dr. Soman K. P., “Remote Sensing Image Super-Resolution Using Residual Dense Network”, in Advances in Intelligent Systems and Computing, Singapore, 2020.

Publisher : Springer Singapore

Year : 2020

Deep Convolutional Neural Network Based Image Spam Classification

Cite this Research Publication : S. Srinivasan, Ravi, V., V, S., Krichen, M., Ben Noureddine, D., Anivilla, S., and Dr. Soman K. P., “Deep Convolutional Neural Network Based Image Spam Classification”, in 2020 6th Conference on Data Science and Machine Learning Applications (CDMA), 2020.

Publisher : 2020 6th Conference on Data Science and Machine Learning Applications (CDMA)

Year : 2020

Sentiment Analysis on Hindi-English Code-Mixed Social MediaText

Cite this Research Publication : Sreelakshmi K, T Sasidhar, Premjith B, Soman K P, “Sentiment Analysis on Hindi-English Code-Mixed Social MediaText”, in The Eight International Conference on Innovations in Computer Science and Engineering (ICICSE -2020).

Publisher : ICICSE -2020

Year : 2020

A compendium on network and host based intrusion detection systems

Cite this Research Publication : R. Vigneswaran, Poornachandran, P., and Dr. Soman K. P., “A Compendium on Network and Host based Intrusion Detection Systems”, in Lecture Notes in Electrical Engineering, 2020.

Publisher : Lecture Notes in Electrical Engineering

Year : 2019

Preposition sense disambiguation for tiny sense classes using over sampling techniques

Cite this Research Publication : Sreelakshmi K, T Sasidhar, Premjith B, Soman K P, "Preposition sense disambiguation for tiny sense classes using over sampling techniques" in International Conference on Cognitive Informatics & Soft Computing (CISC) 2019.

Publisher : CISC

Year : 2019

Amrita CEN CIQ: Classification of Insincere Questions

Cite this Research Publication : Chandni, M., Priyanga, V.T., Premjith, B., Soman, K.P., Amrita CEN CIQ: Classification of insincere questions, (2019) CEUR Workshop Proceedings, 2517, pp. 456-462.

Publisher : FIRE 2019 - Forum for Information Retrieval Evaluation

Year : 2019

Ransomware Triage Using Deep Learning: Twitter as a Case Study

Cite this Research Publication : V. R., Alazab, M., Jolfaei, A., Dr. Soman K. P., and Poornachandran, P., “Ransomware Triage Using Deep Learning: Twitter as a Case Study”, in 2019 Cybersecurity and Cyberforensics Conference (CCC), 2019.

Publisher : 2019 Cybersecurity and Cyberforensics Conference (CCC), 2019.

Year : 2019

Deep learning architecture for big data analytics in detecting intrusions and malicious URL

Cite this Research Publication : N. Harikrishnan, R. Vinayakumar, Dr. Soman K. P., Prabaharan Poornachandran, Annappa, B., and Mamoun Alazab, “Deep learning architecture for big data analytics in detecting intrusions and malicious URL”, 2019.

Year : 2019

Significance of Incorporating Chebfunction Coefficients for Improved Machine Fault Diagnosis

Cite this Research Publication : T K Sachin Saj, Neethu Mohan, S Sachin Kumar, K.P Soman, Significance of Incorporating Chebfunction Coefficients for Improved Machine Fault Diagnosis, IOP Conference Series Materials Science and Engineering 11/2019

Publisher : IOP Conference Series Materials Science and Engineering

Year : 2019

Data-driven Analysis for Low Frequency Oscillation Identification in Smart Grid using FB-DMD and T-DMD Methods

Cite this Research Publication : ⦁ Priyanga, V., Chandni, M., Mohan, Neethu, & Soman, K. (2019). Data-driven analysis for low frequency oscillation identification in smart grid using fb-dmd and t-dmd methods. In 2019 9th International Conference on Advances in Computing and Communication (ICACC) (pp. 51–57). IEEE.

Publisher : IEEE

Year : 2019

A Methodology for Spikes and Transients Detection and Removal in Power Signals Using Chebyshev Approximation

Cite this Research Publication : Sreelakshmi k, T Sasidhar, Neethu Mohan, Soman K P “A Methodology for Spikes and Transients Detection and Removal in Power Signals Using Chebyshev Approximation” in International Conference on Advances in Computing and Communications (ICACC) 2019.

Publisher : ICACC

Year : 2019

A Novel Method for Multiple Power Quality Disturbance Classification using Dynamic Mode Decomposition

Cite this Research Publication : ⦁ Nair, A. R., Soman, K., & Mohan, Neethu. (2019). A novel method for multiple power quality disturbance classification using dynamic mode decomposition. In 2019 International Conference on Intelligent Computing and Control Systems (ICCS) (pp. 182–186). IEEE.

Publisher : IEEE

Year : 2019

Deep Learning Approach for Intelligent Named Entity Recognition of Cyber Security

Cite this Research Publication : S. Ketha, Srinivasan, S., Ravi, V., and Dr. Soman K. P., “Deep Learning Approach for Intelligent Named Entity Recognition of Cyber Security”, in The 5th International Symposium on Signal Processing and Intelligent Recognition Systems (SIRS'19), 2019.

Publisher : The 5th International Symposium on Signal Processing and Intelligent Recognition Systems (SIRS'19)

Year : 2019

Deep Learning Based Effective Baby Crying Recognition Method under Indoor Background Sound Environments

Cite this Research Publication : K. Manikanta, Dr. Soman K. P., ,, and Sabarimalai, M., “Deep Learning Based Effective Baby Crying Recognition Method under Indoor Background Sound Environments”, in 2019 4th International Conference on Computational Systems and Information Technology for Sustainable Solution (CSITSS), Bengaluru, India, 2019.

Publisher : IEEE

Year : 2019

Preprocessing Techniques and Area Estimation of ECG from a Wireless ECG Patch

Cite this Research Publication : S. Phani G Kumar, Variyar, V. V. Sajith, and Dr. Soman K. P., “Preprocessing Techniques and Area Estimation of ECG from a Wireless ECG Patch”, in Journal of Physics: Conference Series, 2019.

Publisher : IOP Publishing

Year : 2019

Performance Improvement of Deep Learning Architectures for Phonocardiogram Signal Classification using Fast Fourier Transform

Cite this Research Publication : Gopika, P., Sowmya, V., Gopalakrishnan, E. A. and Soman, K. P. “Performance Improvement of Deep Learning Architectures for Phonocardiogram Signal Classification using Fast Fourier Transform”. International Conference on Advances in Computing and Communication. November 6 – 7, 2019, Hyderabad, India.

Publisher : IEEE

Year : 2019

Convolutional Neural Networks for Placenta Cell Classification

Cite this Research Publication : E. Rohith, Sowmya, V., and Dr. Soman K. P., “Convolutional Neural Networks for Placenta Cell Classification”, in 2019 2nd International Conference on Intelligent Computing, Instrumentation and Control Technologies (ICICICT), Kannur, India, 2019.

Publisher : IEEE

Year : 2019

Target Recognition in SAR using Deep Learning

Cite this Research Publication : G. Priyanka, Gandhirai, R., and Dr. Soman K. P., “Target Recognition in SAR using Deep Learning”, in 2019 2nd International Conference on Intelligent Computing, Instrumentation and Control Technologies (ICICICT), Kannur, India, 2019.

Publisher : IEEE

Year : 2019

Indian Car Number Plate Recognition using Deep Learning

Cite this Research Publication : N. R Babu, Sowmya, V., and Dr. Soman K. P., “Indian Car Number Plate Recognition using Deep Learning”, in 2019 2nd International Conference on Intelligent Computing, Instrumentation and Control Technologies (ICICICT), Kannur, India, 2019.

Publisher : IEEE

Year : 2019

Land Cover Satellite Image Classification using NDVI and Simple CNN

Cite this Research Publication : Sreelakshmi K, T Sasidhar, Vyshnav M T, Sowmya V, Soman K P, “Land Cover Satellite Image Classification using NDVI and SimpleCNN” in The 10th International Conference on Computing, Communication and Networking Technologies (ICCCNT) 2019.

Publisher : ICCCNT

Year : 2019

Amrita-CEN-SentiDB 1: Improved Twitter Dataset for Sentimental Analysis and Application of Deep learning

Cite this Research Publication : K. S. Naveenkumar, Vinayakumar, R., and Dr. Soman K. P., “Amrita-CEN-SentiDB 1: Improved Twitter Dataset for Sentimental Analysis and Application of Deep learning”, in 2019 10th International Conference on Computing, Communication and Networking Technologies (ICCCNT), Kanpur, India, 2019.

Publisher : IEEE

Year : 2019

Convolutional Neural Networks for Fingerprint Liveness Detection System

Cite this Research Publication : A. Kumar T.K., Vinayakumar, R., V.V., S. Variyar, Sowmya, V., and Dr. Soman K. P., “Convolutional Neural Networks for Fingerprint Liveness Detection System”, in 2019 International Conference on Intelligent Computing and Control Systems (ICCS), Madurai, India, 2019.

Publisher : IEEE

Year : 2019

Amrita-CEN-SentiDB: Twitter Dataset for Sentimental Analysis and Application of Classical Machine Learning and Deep Learning

Cite this Research Publication : K. S. Naveenkumar, Vinayakumar, R., and Dr. Soman K. P., “Amrita-CEN-SentiDB: Twitter Dataset for Sentimental Analysis and Application of Classical Machine Learning and Deep Learning”, in 2019 International Conference on Intelligent Computing and Control Systems (ICCS), Madurai, India, 2019.

Publisher : IEEE

Year : 2019

Investigating the Effectiveness of DMD and its Variants for Complex Data Analysis

Cite this Research Publication : Akshay, S., Gopalakrishnan, E. A. and Soman, K. P. “Investigating the Effectiveness of DMD and its variants for Complex Data Analysis”. International Conference on Intelligent Computing and Control Systems. May 15 – 17, 2019, Madurai, India.

Publisher : IEEE

Year : 2019

Amrita_CEN@FACT: Factuality Identification in Spanish Text

Cite this Research Publication : Premjith, B., Soman, K.P., Poornachandran, P., "Amrita Cen@fact: Factuality identification in Spanish text," (2019) CEUR Workshop Proceedings, 2421, pp. 111-118.

Publisher : IberLEF@ SEPLN

Year : 2019

A Sequential Labelling Approach for the Named Entity Recognition in Arabic Language Using Deep Learning Algorithms

Cite this Research Publication : Shahina, K.K., Jyothsna, P.V., Prabha, G., Premjith, B., Soman, K.P., A Sequential Labelling Approach for the Named Entity Recognition in Arabic Language Using Deep Learning Algorithms, (2019) 2019 International Conference on Data Science and Communication, IconDSC 2019, art. no. 8817039, DOI: 10.1109/IconDSC.2019.8817039

Publisher : IEEE

Year : 2019

Amrita CEN at HASOC 2019: Hate Speech Detection in Roman and Devanagiri Scripted Text

Cite this Research Publication : Sreelakshmi, K., Premjith, B., Soman, K.P., "Amrita CEN at HASOC 2019: Hate speech detection in roman and devanagiri scripted text," (2019) CEUR Workshop Proceedings, 2517, pp. 366-369.

Publisher : FIRE 2019 - Forum for Information Retrieval Evaluation

Year : 2019

Part-of-Speech Tagger for Biomedical Domain Using Deep Neural Network Architecture

Cite this Research Publication : Gopalakrishnan, A., Soman, K.P., Premjith, B. Part-of-Speech Tagger for Biomedical Domain Using Deep Neural Network Architecture, (2019) 2019 10th International Conference on Computing, Communication and Networking Technologies, ICCCNT 2019, art. no. 8944559, DOI: 10.1109/ICCCNT45670.2019.8944559

Publisher : 2019 10th International Conference on Computing, Communication and Networking Technologies (ICCCNT)

Year : 2019

Deep learning based Character-level approach for Morphological Inflection Generation

Cite this Research Publication : Vidya Prasad, K., Premjith, B., Chandni Chandran, V., Soman, K.P., Poornachandran, P., Deep learning based character-level approach for morphological inflection generation, (2019) 2019 International Conference on Intelligent Computing and Control Systems, ICCS 2019, art. no. 9065571, pp. 1423-1427., DOI: 10.1109/ICCS45141.2019.9065571

Publisher : 2019 International Conference on Intelligent Computing and Control Systems (ICCS)

Year : 2019

A Machine Learning Approach for Identifying Compound Words from a Sanskrit Text

Cite this Research Publication : B. Premjith, Chandni Chandran V., Shriganesh Bhat, Dr. Soman K. P., and Prabaharan P., “A Machine Learning Approach for Identifying Compound Words from a Sanskrit Text”, in Proceedings of the 6th International Sanskrit Computational Linguistics Symposium, IIT Kharagpur, India, 2019.

Publisher : Association for Computational Linguistics, IIT Kharagpur,

Year : 2019

Spatio-Spectral Compression and Analysis of Hyperspectral Images using Tensor Decomposition

Cite this Research Publication : R. K. Renu, Sowmya, and Dr. Soman K. P., “Spatio-Spectral Compression and Analysis of Hyperspectral Images using Tensor Decomposition”, in 2018 24th National Conference on Communications, NCC 2018, Hyderabad; India, 2019.

Publisher : 2018 24th National Conference on Communications, NCC 2018

Year : 2019

Single-plane scene classification using deep convolution features

Cite this Research Publication : N. Damodaran, Sowmya, Govind, D., and Dr. Soman K. P., “Single-plane scene classification using deep convolution features”, in Advances in Intelligent Systems and Computing, 2019, vol. 900, pp. 743-752.

Publisher : Springer Verlag

Year : 2019

A Sequence-Based Machine Comprehension Modeling Using LSTM and GRU

Cite this Research Publication : S. Viswanathan, M. Kumar, A., and Dr. Soman K. P., “A Sequence-Based Machine Comprehension Modeling Using LSTM and GRU”, in Lecture Notes in Electrical Engineering, 2019, vol. 545, pp. 47-55.

Publisher : Springer Verlag

Year : 2019

Paraphrase Identification in Telugu Using Machine Learning

Cite this Research Publication : A. D. Reddy, M. Kumar, A., Dr. Soman K. P., A.H., A., and B., J., “Paraphrase Identification in Telugu Using Machine Learning”, in Advances in Intelligent Systems and Computing, 2019, vol. 750, pp. 499-508.

Publisher : Advances in Intelligent Systems and Computing

Year : 2019

Opportunities and challenges of launching UAVs within wooded areas

Cite this Research Publication : Sajith Variyar V. V., Sowmya, V., Gopalakrishnan, E. A., Dr. Soman K. P., Sivanpillai, R., and Brown, G. K., “Opportunities and challenges of launching UAVs within wooded areas”, in ASPRS Annual Conference and International Lidar Mapping Forum 2019, 2019.

Publisher : ASPRS Annual Conference and International Lidar Mapping Forum 2019

Year : 2019

Obstacle detection and distance estimation for autonomous electric vehicle using stereo vision and DNN

Cite this Research Publication : S. Emani, Dr. Soman K. P., Sajith Variyar V. V., and Adarsh, S., “Obstacle detection and distance estimation for autonomous electric vehicle using stereo vision and DNN”, in Advances in Intelligent Systems and Computing, 2019, vol. 898, pp. 639-648.

Publisher : Advances in Intelligent Systems and Computing

Year : 2019

LSTM based paraphrase identification using combined word embedding features

Cite this Research Publication : A. D. Reddy, M. Kumar, A., Dr. Soman K. P., G.R., M. Reddy, V.S., R., and V.K., P., “LSTM based paraphrase identification using combined word embedding features”, in Advances in Intelligent Systems and Computing, 2019, vol. 898, pp. 385-394.

Publisher : Springer Verlag

Year : 2019

Gender Identification of Code-Mixed Malayalam–English Data from WhatsApp

Cite this Research Publication : V. R. Chacko, M. Kumar, A., and Dr. Soman K. P., “Gender Identification of Code-Mixed Malayalam–English Data from WhatsApp”, in Lecture Notes in Networks and Systems, 2019, vol. 74, pp. 101-109.

Publisher : Springer

Year : 2019

Experimental Study of Gender and Language Variety Identification in Social Media

Cite this Research Publication : R. V. Chacko, M. Kumar, A., and Dr. Soman K. P., “Experimental Study of Gender and Language Variety Identification in Social Media”, in Advances in Intelligent Systems and Computing, 2019, vol. 750, pp. 489-498.

Publisher : Advances in Intelligent Systems and Computing

Year : 2019

Dynamic Mode Decomposition based feature for Image Classification

Cite this Research Publication : K Rahul V, Sachin Kumar S, Neethu Mohan, KP Soman, Dynamic Mode Decomposition based feature for Image Classification, Tencon 2019, IEEE Region 10 Conference, pp 745-750, 2019. (Scopus)

Publisher : IEEE

Year : 2019

Dimensionally reduced features for hyperspectral image classification using deep learning

Cite this Research Publication : K. S. Charmisha, Sowmya, and Dr. Soman K. P., “Dimensionally reduced features for hyperspectral image classification using deep learning”, in Lecture Notes in Electrical Engineering, 2019, vol. 500, pp. 171-179.

Publisher : Springer Verlag

Year : 2019

Detection of Duplicates in Quora and Twitter Corpus

Cite this Research Publication : S. Viswanathan, Damodaran, N., Simon, A., George, A., M. Kumar, A., and Dr. Soman K. P., “Detection of Duplicates in Quora and Twitter Corpus”, in Advances in Intelligent Systems and Computing, 2019, vol. 750, pp. 519-528.

Publisher : Advances in Intelligent Systems and Computing

Year : 2019

Deep-Learning-Based Stance Detection for Indian Social Media Text

Cite this Research Publication : K. Shalini, Kumar, A., and Dr. Soman K. P., “Deep-Learning-Based Stance Detection for Indian Social Media Text”, in Lecture Notes in Electrical Engineering, 2019, vol. 545, pp. 57-67.

Publisher : Springer Verlag

Year : 2019

Deep rectified system for high-speed tracking in images

Cite this Research Publication : V. S. Mohan, Vinayakumar, R., Sowmya, and Dr. Soman K. P., “Deep rectified system for high-speed tracking in images”, in Journal of Intelligent and Fuzzy Systems, 2019, vol. 36, pp. 1957-1965.

Publisher : IOS Press

Year : 2019

A Deep Learning-Based Named Entity Recognition in Biomedical Domain

Cite this Research Publication : Gopalakrishnan, A., Soman, K.P., Premjith, B., "A Deep Learning-Based Named Entity Recognition in Biomedical Domain," (2019) Lecture Notes in Electrical Engineering, 545, pp. 517-526., DOI: 10.1007/978-981-13-5802-9_47

Publisher : Springer Verlag

Year : 2019

Deep Learning Framework for Domain Generation Algorithms Prediction Using Long Short-term Memory

Cite this Research Publication : S. Akarsh, Sriram, S., Poornachandran, P., Menon, V. K., and Dr. Soman K. P., “Deep Learning Framework for Domain Generation Algorithms Prediction Using Long Short-term Memory”, in 2019 5th International Conference on Advanced Computing and Communication Systems, ICACCS 2019, 2019, pp. 666-671.

Publisher : Institute of Electrical and Electronics Engineers Inc.,

Year : 2019

Deep Learning Framework and Visualization for Malware Classification

Cite this Research Publication : S. Akarsh, Simran, K., Poornachandran, P., Menon, V. K., and Dr. Soman K. P., “Deep Learning Framework and Visualization for Malware Classification”, in 2019 5th International Conference on Advanced Computing and Communication Systems, ICACCS 2019, 2019, pp. 1059-1063.

Publisher : Institute of Electrical and Electronics Engineers Inc

Year : 2019

A Data-Driven Model Approach for DayWise Stock Prediction

Cite this Research Publication : Unnithan, N. A., Gopalakrishnan, E. A., Vijay, K. M. and Soman, K. P. (2019), “A data-driven model approach for day wise stock prediction” in “Emerging research in electronics, computer science and technology”, 149 – 158, Lecture Notes in Electrical Engineering, Springer, 2019

Publisher : Springer Singapore

Year : 2019

A Data-driven Approach for Estimating Power System Frequency and Amplitude Using Dynamic Mode Decomposition

Cite this Research Publication : Dr. Neethu Mohan, Dr. Soman K. P., and S. Kumar, S., “A Data-driven Approach for Estimating Power System Frequency and Amplitude Using Dynamic Mode Decomposition”, in Proceedings of the Conference on the Industrial and Commercial Use of Energy, ICUE, 2019, vol. 2018-October.

Publisher : IEEE

Year : 2019

A complex network approach for plant growth analysis using images

Cite this Research Publication : Sajith, V. V., Gopalakrishnan, E. A., Sowmya, V. and Soman, K. P. “A Complex Network Approach for Plant Growth Analysis using Images”. International Conference on Communication and Signal Processing. April 4 – 6, 2019, Tamil Nadu, India.

Publisher : Proceedings of the 2019 IEEE International Conference on Communication and Signal Processing, ICCSP 2019

Year : 2019

Capturing Discriminative Attributes Using Convolution Neural Network Over ConceptNet Numberbatch Embedding

Cite this Research Publication : V. Vinayan, M. Kumar, A., and Dr. Soman K. P., “Capturing Discriminative Attributes Using Convolution Neural Network Over ConceptNet Numberbatch Embedding”, in Lecture Notes in Electrical Engineering, 2019, vol. 545, pp. 793-802.

Publisher : Springer Verlag

Year : 2019

Capsule Neural Networks and Visualization for Segregation of Plastic and Non-Plastic Wastes

Cite this Research Publication : K. Sreelakshmi, Akarsh, S., Vinayakumar, R., and Dr. Soman K. P., “Capsule Neural Networks and Visualization for Segregation of Plastic and Non-Plastic Wastes”, in 2019 5th International Conference on Advanced Computing and Communication Systems, ICACCS 2019, 2019, pp. 631-636.

Publisher : ICACCS

Year : 2019

Breast cancer classification using capsule network with preprocessed histology images

Cite this Research Publication : M. A. Anupama, Sowmya, and Dr. Soman K. P., “Breast cancer classification using capsule network with preprocessed histology images”, in Proceedings of the 2019 IEEE International Conference on Communication and Signal Processing, ICCSP 2019, Melmaruvathur; India, 2019.

Publisher : Proceedings of the 2019 IEEE International Conference on Communication and Signal Processing, ICCSP 2019

Year : 2019

Assessment of Watershed Areas of Western and Eastern Ghats using Geospatial Techniques

Cite this Research Publication : Sk. B., Dr. Geetha Srikanth, and Dr. Soman K. P., “Assessment of Watershed Areas of Western and Eastern Ghats using Geospatial Techniques”, in 2019 International Conference on Communication and Signal Processing (ICCSP), Chennai, India, India, 2019, pp. 0127-0130.

Publisher : 2019 International Conference on Communication and Signal Processing (ICCSP)

Year : 2019

Anomaly Detection in Phonocardiogram Employing Deep Learning

Cite this Research Publication : V. G. Sujadevi, Dr. Soman K. P., Vinayakumar, R., and Sankar, A. U. Prem, “Anomaly Detection in Phonocardiogram Employing Deep Learning”, in Advances in Intelligent Systems and Computing, 2019, vol. 711, pp. 525-534.

Publisher : Advances in Intelligent Systems and Computing

Year : 2018

SPOOF net: syntactic patterns for identification of ominous online factors.

Cite this Research Publication : V. S. Mohan, Vinayakumar, R., Dr. Soman K. P., and Poornachandran, P., “SPOOF Net: Syntactic Patterns for Identification of Ominous Online Factors”, in 2018 IEEE Security and Privacy Workshops (SPW), 2018.

Publisher : 2018 IEEE Security and Privacy Workshops (SPW) .

Year : 2018

DeepAirnet: Applying Recurrent Networks for Air Quality Prediction

Cite this Research Publication : A. V, R, V., Soman K P, and Dr. Geetha Srikanth, “Deep AirNet: Applying Recurrent Networks for Air Quality Prediction”, in International Conference on Computational Intelligence and Data Science, North Cap University, Guru gram, India, 2018.

Publisher : Procedia Computer Science, , North Cap University, Guru gram, India, 2018.

Year : 2018

Automated Detection of Cardiac Arrhythmia using Deep learning Techniques

Cite this Research Publication : S. G, Dr. Soman K. P., and R, V., “Automated Detection of Cardiac Arrhythmia using Deep learning Techniques”, in Procedia Computer Science, 2018, vol. 132, pp. 1192 - 1201.

Publisher : Procedia Computer Science

Year : 2018

TeamCEN at SemEval-2018 Task 1: Global Vectors Representation in Emotion Detection

Cite this Research Publication : A. George, BarathiGaneshH., B., AnandKumar, M., and Dr. Soman K. P., “TeamCEN at SemEval-2018 Task 1: Global Vectors Representation in Emotion Detection”, in SemEval@NAACL-HLT, 2018.

Publisher : SemEval@NAACL-HLT

Year : 2018

Sentiment Analysis of Indian Languages using Convolutional Neural Networks

Cite this Research Publication : S. K., Ravikurnar, A., C., V. R., A. D., R., M., A. K., and Dr. Soman K. P., “Sentiment Analysis of Indian Languages using Convolutional Neural Networks”, in 2018 International Conference on Computer Communication and Informatics (ICCCI), Coimbatore, India, 2018.

Publisher : 2018 International Conference on Computer Communication and Informatics (ICCCI), IEEE, Coimbatore, India.

Year : 2018

AmritaNLP at SemEval-2018 Task 10: Capturing discriminative attributes using convolution neural network over global vector representation.

Cite this Research Publication : V. Vinayan, M, A. Kumar, and Dr. Soman K. P., “AmritaNLP at SemEval-2018 Task 10: Capturing discriminative attributes using convolution neural network over global vector representation.”, in Proceedings of The 12th International Workshop on Semantic Evaluation, New Orleans, Louisiana, 2018.

Publisher : Proceedings of The 12th International Workshop on Semantic Evaluation, Association for Computational Linguistics

Year : 2018

Performance Enhancement of a Series Active Power Filter using Kalman Filter based Neural Network Control Strategy

Cite this Research Publication : Ravikumar, A., Mohan, Neethu, & Soman, K. (2018). Performance enhancement of a series active power filter using kalman filter based neural network control strategy. In 2018 International Conference on Advances In Computing, Communications and Informatics (ICACCI) (pp. 1702–1706). IEEE.

Publisher : 2018 International Conference on Advances in Computing, Communications and Informatics (ICACCI)

Year : 2018

Sentiment Analysis for Code-Mixed Indian Social Media Text With Distributed Representation

Cite this Research Publication : K. Shalini, Ganesh, H. B., Anand Kumar M., and Dr. Soman K. P., “Sentiment Analysis for Code-Mixed Indian Social Media Text With Distributed Representation”, in 2018 International Conference on Advances in Computing, Communications and Informatics (ICACCI), 2018.

Publisher : 2018 International Conference on Advances in Computing, Communications and Informatics (ICACCI)

Year : 2018

An L1 -Norm Based Optimization Approach for Power Line Interference Removal in ECG Signals

Cite this Research Publication : Neethu Mohan, S. Kumar, S., and Dr. Soman K. P., “An ℓ1 -Norm Based Optimization Approach for Power Line Interference Removal in ECG Signals”, in Progress in Intelligent Computing Techniques: Theory, Practice, and Applications, Singapore, 2018.

Publisher : Progress in Intelligent Computing Techniques: Theory, Practice, and Applications, Springer Singapore, Singapore .

Year : 2018

Semantic Analysis Using Pairwise Sentence Comparison with Word Embeddings

Cite this Research Publication : V. Krishna Menon, M., S., K., H., and Dr. Soman K. P., “Semantic Analysis Using Pairwise Sentence Comparison with Word Embeddings”, in Intelligent Systems Technologies and Applications, Cham, 2018.

Publisher : Intelligent Systems Technologies and Applications, Springer International Publishing

Year : 2018

Deep Learning Based Phishing E-mail Detection CEN-Deepspam

Cite this Research Publication : H. M, Unnithan, N., Ravi, V., and Dr. Soman K. P., “Deep Learning Based Phishing E-mail Detection CEN-Deepspam”, in Proceedings of the 1st Anti-Phishing Shared Task Pilot at 4th ACM IWSPA co-located with 8th ACM Conference on Data and Application Security and Privacy (CODASPY 2018), Tempe, Arizona, USA, 2018.

Publisher : Proceedings of the 1st Anti-Phishing Shared Task Pilot at 4th ACM IWSPA co-located with 8th ACM Conference on Data and Application Security and Privacy

Year : 2018

Design of less-detectable RADAR waveforms using stepped frequency modulation and coding

Cite this Research Publication : R Vignesh, Sundaram, G. A. Shanmugh, and Dr. Soman K. P., “Design of less-detectable RADAR waveforms using stepped frequency modulation and coding”, in Procedia Computer Science, 2018.

Publisher : Procedia Computer Science

Year : 2018

Overview of the second shared task on Indian Native Language Identification (INLI)

Cite this Research Publication : Anand Kumar M., BarathiGaneshH., B., AjayS., G., and Dr. Soman K. P., “Overview of the second shared task on Indian Native Language Identification (INLI)”, in FIRE, 2018.

Publisher : FIRE

Year : 2018

Recognition of Real and Imaginary Fist Movements Based on Dynamical Mode Decomposition Spectrum of EEG

Cite this Research Publication : K. K. Keerthi and Dr. Soman K. P., “Recognition of Real and Imaginary Fist Movements Based on Dynamical Mode Decomposition Spectrum of EEG”, in 2018 International Conference on Communication and Signal Processing (ICCSP), Chennai, India, 2018.

Publisher : 2018 International Conference on Communication and Signal Processing

Year : 2018

A Digital Library at Zero Cost Through a Satellite

Cite this Research Publication : G. Rajendran, Vinutna, T., Bharath, K., Sri, S., and Dr. Soman K. P., “A Digital Library at Zero Cost Through a Satellite”, in 2018 International Conference on Communication and Signal Processing (ICCSP), 2018.

Publisher : 2018 International Conference on Communication and Signal Processing (ICCSP)

Year : 2018

Wide-Area Monitoring of Power System Using Dynamic Mode Decomposition on Nonlinear Observables

Cite this Research Publication : Neethu Mohan, KP Soman, Sachin Kumar S, Wide Area Monitoring of Power System using Dynamic Mode Decomposition on Nonlinear Observables, IEEE Indicon 2018 (Scopus)

Publisher : IEEE

Year : 2018

Improved Epoch Extraction from Telephonic Speech Using Flat-Top Cosine Windows

Cite this Research Publication : G. B. Gowri, Dr. Soman K. P., and D., G., “Improved Epoch Extraction from Telephonic Speech Using Flat-Top Cosine Windows”, in 2018 15th IEEE India Council International Conference (INDICON), Coimbatore, India, 2018.

Publisher : 2018 15th IEEE India Council International Conference

Year : 2018

Indian Native Language Identification – INLI 2018

Cite this Research Publication : A. Kumar M, Hb, B. Ganesh, Dr. Soman K. P., and SG, A., “Indian Native Language Identification - INLI 2018”, in Proceedings of the 10th Annual Meeting of the Forum for Information Retrieval Evaluation, New York, NY, USA, 2018.

Publisher : Proceedings of the 10th Annual Meeting of the Forum for Information Retrieval Evaluation, Association for Computing Machinery

Year : 2018

Deep learning based morphological analysis of Tamil nouns and verbs

Cite this Research Publication : B. Premjith, Dr. Soman K. P., and Anand Kumar M., “Deep learning based morphological analysis of Tamil nouns and verbs”, in In Research Conference on Data and Decision Science (RCDDS' 18), 2018.

Publisher : Research Conference on Data and Decision Science (RCDDS' 18)

Year : 2018

Fabrication of Paper Microfluidics POCT Device for the Colorimetric Assay of Alkaline Phosphatase

Cite this Research Publication : Reshmi PE, John S, Sachin Kumar S, Ramachandran T, Satheesh Babu TG, Fabrication of Paper Microfluidics POCT device for the colorimetric assay of Alkaline phosphatase, IEEE Indicon 2018 (Scopus)

Publisher : IEEE Indicon

Year : 2018

SPOOF Net: Syntactic Patterns for Identification of Ominous Online Factors

Cite this Research Publication : V. S. Mohan, Vinayakumar, R., Dr. Soman K. P., and Poornachandran, P., “SPOOF Net: Syntactic Patterns for Identification of Ominous Online Factors”, in 2018 IEEE Security and Privacy Workshops (SPW), 2018.

Publisher : 2018 IEEE Security and Privacy Workshops (SPW)

Year : 2018

A Deep Learning Approach for Part-of-Speech Tagging in Nepali Language

Cite this Research Publication : Prabha, G., Jyothsna, P.V., Shahina, K.K., Premjith, B., Soman, K.P., "A Deep Learning Approach for Part-of-Speech Tagging in Nepali Language," (2018) 2018 International Conference on Advances in Computing, Communications and Informatics, ICACCI 2018, art. no. 8554812, pp. 1132-1136., DOI: 10.1109/ICACCI.2018.8554812

Publisher : 2018 International Conference on Advances in Computing, Communications and Informatics (ICACCI), IEEE, Bangalore, India .

Year : 2018

A deep learning based Part-of-Speech (POS) tagger for Sanskrit language by embedding character level features

Cite this Research Publication : Premjith, B., Soman, K.P., Poornachandran, P., A deep learning based Part-of-Speech (POS) tagger for Sanskrit language by embedding character level features, (2018) ACM International Conference Proceeding Series, pp. 56-60., DOI: 10.1145/3293339.3293352

Publisher : FIRE'18 .

Year : 2018

A New Evolutionary Parsing Algorithm for LTAG

Cite this Research Publication : Vijay Krishna Menon and Dr. Soman K. P., “A New Evolutionary Parsing Algorithm for LTAG”, in International Conference on Advanced Computing, Networking, and Informatics (ICACNI'16), , Rourkela, Odisha, 2018.

Publisher : International Conference on Advanced Computing, Networking, and Informatics (ICACNI'16),

Year : 2018

A Spark™ Based Client for Synchrophasor Data Stream Processing

Cite this Research Publication : Vijay, K. M., Sajith, V. V., Soman, K. P., Gopalakrishnan, E. A., Sasi, K. K., Almas, M. S. and Nordstrom, L. “A SparkTM based client for synchrophasor data stream processing”. International Conference and Utility Exhibition on Green Energy for Sustainable Development. October 24 – 26, 2018, Phuket, Thailand.

Publisher : 2018 International Conference and Utility Exhibition on Green Energy for Sustainable Development (ICUE)

Year : 2018

Shared Task on Detecting Paraphrases in Indian Languages (DPIL): An Overview

Cite this Research Publication : A. M. Kumar, Singh, S., Kavirajan, B., and Dr. Soman K. P., “Shared Task on Detecting Paraphrases in Indian Languages (DPIL): An Overview”, in Text Processing, Cham, 2018, vol. 10478 LNCS, pp. 128-140.

Publisher : Text Processing, Springer International Publishing, Volume 10478 LNCS

Year : 2018

Power System Frequency and Amplitude Estimation Using Variational Mode Decomposition and Chebfun Approximation System

Cite this Research Publication : Dr. Neethu Mohan and Dr. Soman K. P., “Power System Frequency and Amplitude Estimation Using Variational Mode Decomposition and Chebfun Approximation System”, in 2018 Twenty Fourth National Conference on Communications (NCC), Hyderabad, India, 2018.

Publisher : 2018 Twenty Fourth National Conference on Communications (NCC), IEEE, Hyderabad, India .

Year : 2018

PED-ML: Phishing email detection using classical machine learning techniques CENSec@Amrita

Cite this Research Publication : A. Vazhayil, Harikrishnan, N. B., Vinayakumar, R., and Dr. Soman K. P., “PED-ML: Phishing email detection using classical machine learning techniques CENSec@Amrita”, in CEUR Workshop Proceedings, 2018, vol. 2124, pp. 69-76.

Publisher : CEUR Workshop Proceedings

Year : 2018

Overview of Arnekt IECSIL at Fire-2018 track on information extraction for conversational systems in Indian languages

Cite this Research Publication : H. B. Barathi Ganesh, Dr. Soman K. P., Reshma, U., Kale, M., Mankame, P., Kulkarni, G., Kale, A., and M. Kumar, A., “Overview of Arnekt IECSIL at Fire-2018 track on information extraction for conversational systems in Indian languages”, in CEUR Workshop Proceedings, 2018, vol. 2266, pp. 119-128.

Publisher : CEUR Workshop Proceedings

Year : 2018

Overlapping Group Sparsity Induced Condition Monitoring in Rotating Machineries

Cite this Research Publication : A. Chandran, Anjali, T., Dr. Neethu Mohan, and Dr. Soman K. P., “Overlapping Group Sparsity Induced Condition Monitoring in Rotating Machineries”, in Proceedings of the Eighth International Conference on Soft Computing and Pattern Recognition (SoCPaR 2016), Cham, 2018.

Publisher : Proceedings of the Eighth International Conference on Soft Computing and Pattern Recognition (SoCPaR 2016), Springer International Publishing, Cham .

Year : 2018

A Novel Cyclic Convolution Based Regularization Method for Power-Line Interference Removal in ECG Signal

Cite this Research Publication : V. G. Sujadevi, Dr. Soman K. P., S. Kumar, S., and Dr. Neethu Mohan, “A Novel Cyclic Convolution Based Regularization Method for Power-Line Interference Removal in ECG Signal”, in Advances in Signal Processing and Intelligent Recognition Systems, Cham, 2018.

Publisher : Advances in Signal Processing and Intelligent Recognition Systems, Springer International Publishing, Cham .

Year : 2018

Map-Blocks: Playing with Online Data and Infuse to Think in a Computational Way

Cite this Research Publication : R. Vinayakumar, Dr. Soman K. P., and Menon, P., “Map-Blocks: Playing with Online Data and Infuse to Think in a Computational Way”, in 2018 9th International Conference on Computing, Communication and Networking Technologies, ICCCNT 2018, 2018.

Publisher : 2018 9th International Conference on Computing, Communication and Networking Technologies, ICCCNT 2018

Year : 2018

A machine learning approach towards phishing email detection CEN-Security@IWSPA 2018

Cite this Research Publication : N. B. Harikrishnan, Vinayakumar, R., and Dr. Soman K. P., “A machine learning approach towards phishing email detection CEN-Security@IWSPA 2018”, in CEUR Workshop Proceedings, 2018, vol. 2124, pp. 21-28.

Publisher : CEUR Workshop Proceedings

Year : 2018

Machine learning based phishing E-mail detection Security-CEN@Amrita

Cite this Research Publication : N. A. Unnithan, Harikrishnan, N. B., Akarsh, S., Vinayakumar, R., and Dr. Soman K. P., “Machine learning based phishing E-mail detection Security-CEN@Amrita”, in CEUR Workshop Proceedings, 2018, vol. 2124, pp. 64-68.

Publisher : CEUR Workshop Proceedings

Year : 2018

Integrating scattering feature maps with convolutional neural networks for Malayalam handwritten character recognition

Cite this Research Publication : K. Manjusha, M. Kumar, A., and Dr. Soman K. P., “Integrating scattering feature maps with convolutional neural networks for Malayalam handwritten character recognition”, in International Journal on Document Analysis and Recognition, 2018, vol. 21, pp. 187-198.

Publisher : International Journal on Document Analysis and Recognition

Year : 2018

Improved epoch extraction from telephonic speech using chebfun and zero frequency filtering

Cite this Research Publication : G. B. Gowri, Dr. Soman K. P., Govind, D., P., R., P.K., G., B., Y., H.A., M., S., U., P., A., S.R.M., P., and S., N., “Improved epoch extraction from telephonic speech using chebfun and zero frequency filtering”, in Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, 2018, vol. 2018-September, pp. 2152-2156.

Publisher : Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH

Year : 2018

Fractal Geometry: Enhancing Computational Thinking with MIT Scratch

Cite this Research Publication : R. Vinayakumar, Dr. Soman K. P., and Menon, P., “Fractal Geometry: Enhancing Computational Thinking with MIT Scratch”, in 2018 9th International Conference on Computing, Communication and Networking Technologies, ICCCNT 2018, 2018.

Publisher : 2018 9th International Conference on Computing, Communication and Networking Technologies, ICCCNT 2018

Year : 2018

Evaluating Shallow and Deep Neural Networks for Network Intrusion Detection Systems in Cyber Security

Cite this Research Publication : V. K. Rahul, Vinayakumar, R., Dr. Soman K. P., and Poornachandran, P., “Evaluating Shallow and Deep Neural Networks for Network Intrusion Detection Systems in Cyber Security”, in 2018 9th International Conference on Computing, Communication and Networking Technologies, ICCCNT 2018, 2018.

Publisher : 2018 9th International Conference on Computing, Communication and Networking Technologies, ICCCNT 2018

Year : 2018

Evaluating deep learning approaches to characterize and classify malicious URL’s

Cite this Research Publication : R. Vinayakumar, Dr. Soman K. P., and Poornachandran, P., “Evaluating Deep Learning Approaches to Characterize and Classify Malicious URL's”, Journal of Intelligent and Fuzzy Systems, vol. 34, pp. 1333-1343, 2018.

Publisher : Journal of Intelligent and Fuzzy Systems, IOS Press

Year : 2018

Evaluating deep learning approaches to characterize and classify the DGAs at scale

Cite this Research Publication : Vinaykumar R, K P Soman, Prabaharan P, Sachin Kumar S, Evaluating Deep Learning Approaches to Characterize and Classify the DGA at Scale, Journal of Intelligent and Fuzzy Systems, Vol 34, pp 1265-1276, 2018

Publisher : , Journal of Intelligent and Fuzzy Systems

Year : 2018

Entity Extraction of Hindi-English and Tamil-English Code-Mixed Social Media Text

Cite this Research Publication : R. G. Devi, Veena, P. V., M. Kumar, A., and Dr. Soman K. P., “Entity Extraction of Hindi-English and Tamil-English Code-Mixed Social Media Text”, in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2018, vol. 10478 LNCS, pp. 206-218.

Publisher : Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Year : 2018

Enhancement of white Gaussian noise affected speech using VMD-ℓ 1 trend filter method

Cite this Research Publication : G. B. Gowri and Dr. Soman K. P., “Enhancement of white Gaussian noise affected speech using VMD-ℓ 1 trend filter method”, in Journal of Intelligent and Fuzzy Systems, 2018, vol. 34, pp. 1701-1711.

Publisher : Journal of Intelligent and Fuzzy Systems, IOS Press

Year : 2018

Effect of jammer signal on stepped frequency PAM4 radar waveforms

Cite this Research Publication : K. Keerthana, Sundaram, G. A. Shanmugha, Dr. Soman K. P., and K.K., S., “Effect of jammer signal on stepped frequency PAM4 radar waveforms”, in Procedia Computer Science, 2018, vol. 143, pp. 20-29.

Publisher : Procedia Computer Science

Year : 2018

Effect of dynamic mode decomposition-based dimension reduction technique on hyperspectral image classification

Cite this Research Publication : P. Megha, Sowmya, and Dr. Soman K. P., “Effect of dynamic mode decomposition-based dimension reduction technique on hyperspectral image classification”, in Lecture Notes in Electrical Engineering, 2018, vol. 490, pp. 89-99.

Publisher : Lecture Notes in Electrical Engineering

Year : 2018

Effect of decolorized images in scene classification using deep convolution features

Cite this Research Publication : N. Damodaran, Sowmya, Govind, D., and Dr. Soman K. P., “Effect of decolorized images in scene classification using deep convolution features”, in Procedia Computer Science, 2018, vol. 143, pp. 954-961.

Publisher : Procedia Computer Science

Year : 2018

Distributed representation using target classes: Bag of tricks for security and privacy analytics Amrita-NLP@IWSPA-2018

Cite this Research Publication : H. B. Barathi Ganesh, Vinayakumar, R., M. Kumar, A., and Dr. Soman K. P., “Distributed representation using target classes: Bag of tricks for security and privacy analytics Amrita-NLP@IWSPA-2018”, in CEUR Workshop Proceedings, 2018, vol. 2124, pp. 10-15.

Publisher : CEUR Workshop Proceedings, CEUR-WS

Year : 2018

Dimensionality Reduction of Hyperspectral Images for Classification using Randomized Independent Component Analysis

Cite this Research Publication : C. Jayaprakash, Damodaran, B. B., Sowmya, and Dr. Soman K. P., “Dimensionality Reduction of Hyperspectral Images for Classification using Randomized Independent Component Analysis”, in 2018 5th International Conference on Signal Processing and Integrated Networks, SPIN 2018, Amity School of Engineering and Technology, Noida, India, 2018.

Publisher : 2018 5th International Conference on Signal Processing and Integrated Networks, SPIN 2018, Institute of Electrical and Electronics Engineers Inc., Amity School of Engineering and Technology, Noida, India.

Year : 2018

Digital Storytelling Using Scratch: Engaging Children Towards Digital Storytelling

Cite this Research Publication : R. Vinayakumar, Dr. Soman K. P., and Menon, P., “Digital Storytelling Using Scratch: Engaging Children Towards Digital Storytelling”, in 2018 9th International Conference on Computing, Communication and Networking Technologies, ICCCNT 2018, 2018.

Publisher : 2018 9th International Conference on Computing, Communication and Networking Technologies, ICCCNT 2018

Year : 2018

Detecting Ransomware using GURLS

Cite this Research Publication : N. Harikrishnan and Dr. Soman K. P., “Detecting Ransomware using GURLS”, in Proceedings of 2018 2nd International Conference on Advances in Electronics, Computers and Communications, ICAECC 2018, 2018.

Publisher : Proceedings of 2018 2nd International Conference on Advances in Electronics, Computers and Communications, ICAECC 2018

Year : 2018

Detecting phishing E-mail using machine learning techniques CEN-SecureNLP

Cite this Research Publication : N. A. Unnithan, Harikrishnan, N. B., Vinayakumar, R., Dr. Soman K. P., and Sundarakrishna, S., “Detecting phishing E-mail using machine learning techniques CEN-SecureNLP”, in CEUR Workshop Proceedings, 2018, vol. 2124, pp. 50-56.

Publisher : CEUR Workshop Proceedings

Year : 2018

Detecting malicious domain names using deep learning approaches at scale

Cite this Research Publication : R. Vinayakumar, Dr. Soman K. P., and Poornachandran, P., “Detecting malicious domain names using deep learning approaches at scale”, in Journal of Intelligent and Fuzzy Systems, 2018, vol. 34, pp. 1355-1367.

Publisher : Journal of Intelligent and Fuzzy Systems, IOS Press

Year : 2018

Design and Parameters Measurement of Tin-Can Antenna Using Software Defined Radio

Cite this Research Publication : R. Gandhiraj, Dr. Soman K. P., Sukesh, K., Kashyap, K. V. S., Yaswanth, K., Haswanth, K., P.S., L. Kanthan, G., P., and R., S., “Design and Parameters Measurement of Tin-Can Antenna Using Software Defined Radio”, in Communications in Computer and Information Science, 2018, vol. 837, pp. 558-568.

Publisher : Communications in Computer and Information Science

Year : 2018

DeepAnti-PhishNet: Applying deep neural networks for phishing email detection CEN-AISecurity@IWSPA-2018

Cite this Research Publication : R. Vinayakumar, Ganesh, H. B. Barathi, M. Kumar, A., Dr. Soman K. P., and Poornachandran, P., “DeepAnti-PhishNet: Applying deep neural networks for phishing email detection CEN-AISecurity@IWSPA-2018”, in CEUR Workshop Proceedings, 2018, vol. 2124, pp. 39-49.

Publisher : CEUR Workshop Proceedings

Year : 2018

Deep Neural Networks as Feature Extractors for Classification of Vehicles in Aerial Imagery

Cite this Research Publication : V. S. Mohan, Sowmya, and Dr. Soman K. P., “Deep Neural Networks as Feature Extractors for Classification of Vehicles in Aerial Imagery”, in 2018 5th International Conference on Signal Processing and Integrated Networks, SPIN 2018, 2018.

Publisher : 2018 5th International Conference on Signal Processing and Integrated Networks, SPIN 2018, Institute of Electrical and Electronics Engineers Inc.

Year : 2018

Deep learning based spell checker for Malayalam language

Cite this Research Publication : S. Sooraj, Manjusha, K., M. Kumar, A., and Dr. Soman K. P., “Deep learning based spell checker for Malayalam language”, in Journal of Intelligent and Fuzzy Systems, 2018, vol. 34, pp. 1427-1434.

Publisher : Journal of Intelligent and Fuzzy Systems

Year : 2018

A deep learning approach for Malayalam morphological analysis at character level

Cite this Research Publication : Premjith, B., Soman, K.P., Kumar, M.A., "A deep learning approach for Malayalam morphological analysis at character level," (2018) Procedia Computer Science, 132, pp. 47-54., DOI: 10.1016/j.procs.2018.05.058

Publisher : Procedia Computer Science

Year : 2018

Deep alexnet with reduced number of trainable parameters for satellite image classification

Cite this Research Publication : A. Unnikrishnan, Sowmya, and Dr. Soman K. P., “Deep alexnet with reduced number of trainable parameters for satellite image classification”, in Procedia Computer Science, 2018.

Publisher : Procedia Computer Science, Elsevier B.V .

Year : 2018

DB-Learn: Studying Relational Algebra Concepts by Snapping Blocks

Cite this Research Publication : R. Vinayakumar, Dr. Soman K. P., and Menon, P., “DB-Learn: Studying Relational Algebra Concepts by Snapping Blocks”, in 2018 9th International Conference on Computing, Communication and Networking Technologies (ICCCNT), 2018.

Publisher : 2018 9th International Conference on Computing, Communication and Networking Technologies, ICCCNT

Year : 2018

CT-Blocks: Learning Computational Thinking by Snapping Blocks

Cite this Research Publication : R. Vinayakumar, Dr. Soman K. P., and Menon, P., “CT-Blocks: Learning Computational Thinking by Snapping Blocks”, in 2018 9th International Conference on Computing, Communication and Networking Technologies, ICCCNT 2018, 2018.

Publisher : 2018 9th International Conference on Computing, Communication and Networking Technologies, ICCCNT 2018

Year : 2018

CT-Blocks Analyser: Analysing CT-Blocks Projects

Cite this Research Publication : R. Vinayakumar, Dr. Soman K. P., and Menon, P., “CT-Blocks Analyser: Analysing CT-Blocks Projects”, in 2018 9th International Conference on Computing, Communication and Networking Technologies, ICCCNT 2018, 2018.

Publisher : 2018 9th International Conference on Computing, Communication and Networking Technologies, ICCCNT 2018

Year : 2018

Co-occurrence based word representation for extracting named entities in Tamil tweets

Cite this Research Publication : R. G. Devi, M. Kumar, A., and Dr. Soman K. P., “Co-occurrence based word representation for extracting named entities in Tamil tweets”, in Journal of Intelligent and Fuzzy Systems, 2018, vol. 34, pp. 1435-1442.

Publisher : Journal of Intelligent and Fuzzy Systems, IOS Press

Year : 2018

Comparative Study of the Detection of Malicious URLs Using Shallow and Deep Networks

Cite this Research Publication : A. Vazhayil, Vinayakumar, R., and Dr. Soman K. P., “Comparative Study of the Detection of Malicious URLs Using Shallow and Deep Networks”, in 2018 9th International Conference on Computing, Communication and Networking Technologies, ICCCNT 2018, 2018.

Publisher : 2018 9th International Conference on Computing, Communication and Networking Technologies, ICCCNT 2018

Year : 2018

A Comparative Analysis of Total Variation and Least Square Based Hyperspectral Image Denoising Methods

Cite this Research Publication : N. V. Jacob, Sowmya, and Dr. Soman K. P., “A Comparative Analysis of Total Variation and Least Square Based Hyperspectral Image Denoising Methods”, in Proceedings of the 2018 IEEE International Conference on Communication and Signal Processing, ICCSP 2018, Adhiparasakthi Engineering CollegeMelmaruvathur, Chennai; India, 2018, pp. 58-63.

Publisher : Proceedings of the 2018 IEEE International Conference on Communication and Signal Processing, ICCSP 2018

Year : 2018

Combined influence of channel and amplifier on multicarrier modulated radar signals

Cite this Research Publication : G. Priyanga, Sundaram, G. A. Shanmugha, Dr. Soman K. P., and K.K., S., “Combined influence of channel and amplifier on multicarrier modulated radar signals”, in Procedia Computer Science, 2018, vol. 143, pp. 30-38.

Publisher : Procedia Computer Science

Year : 2018

Building-Blocks: Generating 3D Design by Snapping Blocks

Cite this Research Publication : R. Vinayakumar, Dr. Soman K. P., and Menon, P., “Building-Blocks: Generating 3D Design by Snapping Blocks”, in 2018 9th International Conference on Computing, Communication and Networking Technologies, ICCCNT 2018, 2018.

Publisher : 2018 9th International Conference on Computing, Communication and Networking Technologies, ICCCNT 2018

Year : 2018

Automated detection of diabetes using CNN and CNN-LSTM network and heart rate signals

Cite this Research Publication : S. G, Dr. Soman K. P., R, V., and Dr. Soman K. P., “Automated Detection of Diabetes using CNN and CNN-LSTM Network and Heart Rate Signals”, in Procedia Computer Science, 2018, vol. 132, pp. 1253 - 1262.

Publisher : Procedia Computer Science

Year : 2018

Attention based English to Punjabi neural machine translation

Cite this Research Publication : S. Singh, M. Kumar, A., and Dr. Soman K. P., “Attention based English to Punjabi neural machine translation”, in Journal of Intelligent and Fuzzy Systems, 2018, vol. 34, pp. 1551-1559.

Publisher : Journal of Intelligent and Fuzzy Systems

Year : 2018

A.R.E.S: Automatic rogue email spotter crypt coyotes

Cite this Research Publication : V. S. Mohan, Naveen, J. R., Vinayakumar, R., and Dr. Soman K. P., “A.R.E.S: Automatic rogue email spotter crypt coyotes”, in CEUR Workshop Proceedings, 2018, vol. 2124, pp. 57-63.

Publisher : CEUR Workshop Proceedings

Year : 2018

Alg-Design: Facilitates to Learn Algorithmic Thinking for Beginners

Cite this Research Publication : R. Vinayakumar, Dr. Soman K. P., and Menon, P., “Alg-Design: Facilitates to Learn Algorithmic Thinking for Beginners”, in 2018 9th International Conference on Computing, Communication and Networking Technologies, ICCCNT 2018, 2018.

Publisher : 2018 9th International Conference on Computing, Communication and Networking Technologies, ICCCNT 2018

Year : 2017

Sentiment Analysis on Malayalam Twitter data using Long Short-Term Memory Units and Convolutional Neural Nets

Cite this Research Publication : Sachin Kumar S, M Anand Kumar, KP Soman, Sentiment Analysis on Malayalam Twitter data using Long Short-Term Memory Units and Convolutional Neural Nets, Lecture Notes in Artificial Intelligence, Springer, pp 320-334, 2017 (Scopus)

Year : 2017

DEFT 2017 – Texts Search @ TALN / RECITAL 2017: Deep Analysis of Opinion and Figurative language on Tweets in French

Cite this Research Publication : Vinayakumar R, Sachin Kumar S, Premjith B, Prabaharan P, KP Soman, DEFT 2017 – Text Search @ TALN/RECITAL 2017 : Deep Analysis of Opinion and Figurative language on Tweets in French, TALN/RECITAL Shared Task, 2017 (Scopus)

Publisher : TALN/RECITAL

Year : 2017

Applying Convolutional Neural Network for Network Intrusion Detection

Cite this Research Publication : R. Vinayakumar, Dr. Soman K. P., and Poornachandran, P., “Applying Convolutional Neural Network for Network Intrusion Detection”, in 2017 International Conference on Advances in Computing, Communications and Informatics (ICACCI), 2017.

Publisher : 2017 International Conference on Advances in Computing, Communications and Informatics (ICACCI)

Year : 2017

Evaluating Effectiveness of Shallow and Deep Networks to Intrusion Detection System

Cite this Research Publication : R. Vinayakumar, Dr. Soman K. P., and Poornachandran, P., “Evaluating Effectiveness of Shallow and Deep Networks to Intrusion Detection System”, in 2017 International Conference on Advances in Computing, Communications and Informatics (ICACCI), 2017.

Publisher : 2017 International Conference on Advances in Computing, Communications and Informatics (ICACCI)

Year : 2017

Evaluating shallow and deep networks for ransomware detection and classification

Cite this Research Publication : R. Vinayakumar, Dr. Soman K. P., Velan, K. K. Senthil, and Ganorkar, S., “Evaluating shallow and deep networks for ransomware detection and classification”, in 2017 International Conference on Advances in Computing, Communications and Informatics (ICACCI), Udupi, India, 2017.

Publisher : 2017 International Conference on Advances in Computing, Communications and Informatics (ICACCI)

Year : 2017

Sentiment Analysis of Tweets in Malayalam Using Long Short-Term Memory Units and Convolutional Neural Nets

Cite this Research Publication : S. Kumar S, M. Kumar, A., and Dr. Soman K. P., “Sentiment Analysis of Tweets in Malayalam Using Long Short-Term Memory Units and Convolutional Neural Nets”, in Mining Intelligence and Knowledge Exploration: 5th International Conference, MIKE 2017, Hydrabad, 2017.

Publisher : Mining Intelligence and Knowledge Exploration: 5th International Conference

Year : 2017

An effective way of word-level language identification for code-mixed facebook comments using word-embedding via character-embedding

Cite this Research Publication : P. V. Veena, Kumar, M. A., and Dr. Soman K. P., “An effective way of word-level language identification for code-mixed facebook comments using word-embedding via character-embedding”, in 2017 International Conference on Advances in Computing, Communications and Informatics (ICACCI), Udupi, India, 2017.

Publisher : 2017 International Conference on Advances in Computing, Communications and Informatics (ICACCI), IEEE

Year : 2017

Improving the rule based machine translation system using sentence simplification (english to tamil)

Cite this Research Publication : B. Kavirajan, Kumar, M. A., Dr. Soman K. P., S. Rajendran, and Vaithehi, S., “Improving the rule based machine translation system using sentence simplification (english to tamil)”, in 2017 International Conference on Advances in Computing, Communications and Informatics (ICACCI), Udupi, India, 2017.

Publisher : 2017 International Conference on Advances in Computing, Communications and Informatics (ICACCI)

Year : 2017

Deep models for phonocardiography (PCG) classification

Cite this Research Publication : V. G. Sujadevi, Dr. Soman K. P., R. Vinayakumar, and Sankar, A. U. P., “Deep models for phonocardiography (PCG) classification”, in 2017 International Conference on Intelligent Communication and Computational Techniques (ICCT), 2017.

Publisher : 2017 International Conference on Intelligent Communication and Computational Techniques (ICCT)

Year : 2017

Deep Encrypted Text Categorization

Cite this Research Publication : R. Vinayakumar, Dr. Soman K. P., and Poornachandran, P., “Deep Encrypted Text Categorization”, in 2017 International Conference on Advances in Computing, Communications and Informatics (ICACCI), 2017.

Publisher : 2017 International Conference on Advances in Computing, Communications and Informatics (ICACCI)

Year : 2017

Evaluating Shallow and Deep Networks for Secure Shell (ssh)Taffic Analysis

Cite this Research Publication : R. Vinayakumar, Dr. Soman K. P., and Poornachandran, P., “Evaluating Shallow and Deep Networks for Secure Shell (ssh)Taffic Analysis”, in 2017 International Conference on Advances in Computing, Communications and Informatics (ICACCI), 2017.

Publisher : 2017 International Conference on Advances in Computing, Communications and Informatics (ICACCI)

Year : 2017

Stock price prediction using dynamic mode decomposition

Cite this Research Publication : Deepthi, P. K., Gopalakrishnan, E. A., Vijay, K. M. and Soman, K. P. “Stock price prediction using dynamic mode decomposition.” International Conference on Advances in Computing, Communications and Informatics. September 13-16, 2017, Manipal, India.

Publisher : 2017 International Conference on Advances in Computing, Communications and Informatics (ICACCI)

Year : 2017

Stock Price Prediction using LSTM, RNN and CNN-sliding Window Model

Cite this Research Publication : Sreelekshmy, S., Vinayakumar, R., Gopalakrishnan, E. A., Vijay, K. M. and Soman, K. P. “Stock price prediction using LSTM, RNN and CNN-sliding window model”. International Conference on Advances in Computing, Communications and Informatics, September 13-16, 2017, Manipal, India.

Publisher : 2017 International Conference on Advances in Computing, Communications and Informatics (ICACCI)

Year : 2017

Classification of states of bi-stable oscillator using deep learning

Cite this Research Publication : Rohit, M., Gopalakrishnan, E. A. and Soman, K. P. “Classification of states of bi-stable oscillator using deep learning.” International Conference on Advances in Computing, Communications and Informatics, September 13-16, 2017, Manipal, India.

Publisher : 2017 International Conference on Advances in Computing, Communications and Informatics (ICACCI),

Year : 2017

Secure Shell (ssh) Traffic Analysis with Flow based Features using Shallow and Deep Networks

Cite this Research Publication : R. Vinayakumar, Dr. Soman K. P., and Poornachandran, P., “Secure Shell (ssh) Traffic Analysis with Flow based Features using Shallow and Deep Networks”, in 2017 International Conference on Advances in Computing, Communications and Informatics (ICACCI), 2017.

Publisher : 2017 International Conference on Advances in Computing, Communications and Informatics (ICACCI)

Year : 2017

Deep Android Malware Detection and Classification

Cite this Research Publication : R. Vinayakumar, Dr. Soman K. P., and Poornachandran, P., “Deep Android Malware Detection and Classification”, in 2017 International Conference on Advances in Computing, Communications and Informatics (ICACCI), 2017.

Publisher : 2017 International Conference on Advances in Computing, Communications and Informatics (ICACCI)

Year : 2017

Long Short-term Memory based Operation log Anomaly Detection

Cite this Research Publication : R. Vinayakumar, Dr. Soman K. P., and Poornachandran, P., “Long Short-term Memory based Operation log Anomaly Detection”, in 2017 International Conference on Advances in Computing, Communications and Informatics (ICACCI), 2017.

Publisher : 2017 International Conference on Advances in Computing, Communications and Informatics (ICACCI)

Year : 2017

Deep Stance and Gender Detection in Tweets on Catalan Independence@IBEREVAL

Cite this Research Publication : Vinayakumar R, Sachin Kumar S, Premjith B, KP Soman, Deep Stance and Gender Detection in Tweets on Catalan Independence@IBEREVAL, IBEREVAL, pp 222-229, 2017, (Scopus)

Publisher : IBEREVAL

Year : 2017

deepCybErNet at EmoInt-2017: Deep Emotion Intensities in Tweets

Cite this Research Publication : Vinayakumar, R., Premjith, B., Sachin Kumar, S., Soman, K.P., Poornachandran, P., deepCybErNet at EmoInt-2017: Deep emotion intensities in tweets, (2017) EMNLP 2017 - 8th Workshop on Computational Approaches to Subjectivity, Sentiment and Social Media Analysis, WASSA 2017 - Proceedings of the Workshop, pp. 259-263.

Publisher : EMNLP-WASSA

Year : 2017

Applying Deep Learning Approaches for Network Traffic Prediction

Cite this Research Publication : R. Vinayakumar, Dr. Soman K. P., and Poornachandran, P., “Applying Deep Learning Approaches for Network Traffic Prediction”, in 2017 International Conference on Advances in Computing, Communications and Informatics (ICACCI), 2017.

Publisher : 2017 International Conference on Advances in Computing, Communications and Informatics (ICACCI)

Year : 2017

Steering Angle Estimation for Autonomous Vehicle

Cite this Research Publication : V. S. Dev, Sajith Variyar V. V., and Dr. Soman K. P., “Steering Angle Estimation for Autonomous Vehicle”, in 2017 International Conference on Advances in Computing, Communications and Informatics, ICACCI 2017, 2017.

Publisher : 2017 International Conference on Advances in Computing, Communications and Informatics,

Year : 2017

Single Sensor Techniques for Sleep Apnea Diagnosis Using Deep Learning

Cite this Research Publication : Rahul, K. P., Vinaykumar. R., Eknath, R., Gopalakrishnan, E. A. and Soman, K. P. “Single sensor techniques for sleep apnea diagnosis using deep learning”. International Conference on Healthcare Informatics, August 23-27, 2017, UT, USA.

Publisher : IEEE International Conference on Healthcare Informatics (ICHI 2017), Park City, Utah, USA .

Year : 2017

Least square based image deblurring

Cite this Research Publication : Jose, S., Mohan, Neethu, Sowmya, V., & Soman, K. (2017). Least square based image deblurring. In 2017 International Conference on Advances In Computing, Communications and Informatics (ICACCI) (pp. 1453–1457). IEEE.

Publisher : IEEE

Year : 2017

Instantaneous heart rate as a robust feature for sleep apnea severity detection using deep learning

Cite this Research Publication : Rahul, K. P., Vinaykumar. R., Eknath, R., Gopalakrishnan, E. A. and Soman, K. P. “Instantaneous heart rate as a robust feature for sleep apnea severity detection using deep learning”, BHI-2017 International Conference on Biomedical and Health Informatics, February 16-19, 2017, Florida, USA.

Publisher : IEEE International Conference on Biomedical and Health Informatics, Orlando, Florida.

Year : 2017

Improved color scene classification system using deep belief networks and support vector machines

Cite this Research Publication : Sowmya, Ajay, A., Dr. Govind D., and Dr. Soman K. P., “Improved color scene classification system using deep belief networks and support vector machines”, in 2017 IEEE International Conference on Signal and Image Processing Applications (ICSIPA), Kuching, Sarawak; Malaysia, 2017, pp. 12-14 .

Publisher : 2017 IEEE International Conference on Signal and Image Processing Applications

Year : 2017

Hyperspectral image denoising: A least square approach using wavelet filters

Cite this Research Publication : V. S. Dev, Rajan, S., Sowmya, and Dr. Soman K. P., “Hyperspectral image denoising: A least square approach using wavelet filters”, in 2017 International Conference on Advances in Computing, Communications and Informatics, ICACCI 2017, Manipal, Mangalore, India, 2017.

Publisher : 2017 International Conference on Advances in Computing, Communications and Informatics, ICACCI 2017

Year : 2017

Effective Utilization and Analysis of Ros on Embedded Platform for Implementing Autonomous Car Vision and Navigation Modules

Cite this Research Publication : S. Jose, Sajith Variyar V. V., and Dr. Soman K. P., “Effective Utilization and Analysis of Ros on Embedded Platform for Implementing Autonomous Car Vision and Navigation Modules”, in 2017 International Conference on Advances in Computing, Communications and Informatics, ICACCI 2017, 2017.

Publisher : Scopus

Year : 2017

Design and Fabrication of Robotic Systems: Converting a Conventional Car to a Driverless Car

Cite this Research Publication : A. G. Babu, Guruvayoorappan, K., Sajith Variyar V. V., and Dr. Soman K. P., “Design and Fabrication of Robotic Systems: Converting a Conventional Car to a Driverless Car”, in 2017 International Conference on Advances in Computing, Communications and Informatics, ICACCI 2017, 2017.

Publisher : 2017 International Conference on Advances in Computing, Communications and Informatics,

Year : 2017

Denoising of phonocardiogram signals using variational mode decomposition

Cite this Research Publication : Sujadevi, V., Soman, K., Kumar, S. S., Mohan, Neethu, & Arunjith, A. (2017). Denoising of phonocardiogram signals using variational mode decomposition. In 2017 International Conference on Advances in Computing, Communications and Informatics (ICACCI) (pp. 1443–1446). IEEE.

Publisher : IEEE

Year : 2017

Deep power: Deep learning architectures for power quality disturbances classification

Cite this Research Publication : Mohan, Neethu, Soman, K., & Vinayakumar, R. (2017). Deep power: Deep learning architectures for power quality disturbances classification. In 2017 International Conference on Technological Advancements in Power and Energy (TAP ENERGY) (pp. 1–6). IEEE.

Publisher : IEEE

Year : 2017

Agricultural drought analysis for Thuraiyur taluk of Tiruchirappali District using NDVI and land surface temperature data

Cite this Research Publication : N. S. Deve, Jasmineniketha, M., Dr. Geetha Srikanth, and Dr. Soman K. P., “Agricultural drought analysis for Thuraiyur taluk of Tiruchirappali District using NDVI and land surface temperature data”, in Proceedings of 2017 11th International Conference on Intelligent Systems and Control (ISCO), 2017, pp. 155-159.

Publisher : Proceedings of 2017 11th International Conference on Intelligent Systems and Control (ISCO)

Year : 2016

Amrita_CEN at SemEval-2016 Task 1: Semantic Relation from Word Embeddings in Higher Dimension

Cite this Research Publication : B. Ganesh Hb, Kumar, M., and Dr. Soman K. P., “Amrita_CEN at SemEval-2016 Task 1: Semantic Relation from Word Embeddings in Higher Dimension”, in Proceedings of the 10th International Workshop on Semantic Evaluation (SemEval-2016), 2016.

Publisher : Proceedings of the 10th International Workshop on Semantic Evaluation (SemEval-2016)

Year : 2016

ℓ1 Trend Filter for Image Denoising

Cite this Research Publication : S. Selvin, Ajay, S. G., Gowri, B. G., and Dr. Soman K. P., “ℓ1 Trend Filter for Image Denoising”, in Procedia Computer Science, 2016, vol. 93, pp. 495-502.

Publisher : Procedia Computer Science, Elsevier.

Year : 2016

X-ray Image Classification Based On Tumor using GURLS and LIBSVM

Cite this Research Publication : P. A, R, M., Sowmya, and Dr. Soman K. P., “X-ray Image Classification Based On Tumor using GURLS and LIBSVM”, in International Conference on Communications and Signal Processing (ICCSP’16), Adhiparasakthi Engineering College, Melmaruvathur , 2016.

Publisher : International Conference on Communications and Signal Processing (ICCSP’16)

Year : 2016

Total Variation Denoising Based Approach for R-peak Detection in ECG Signals

Cite this Research Publication : Sachin Kumar S, Neethu Mohan, Prabaharan P, KP Soman, Total Variation Denoising based Approach for R-peak Detection in ECG Signals, ICACC, Elsevier Procedia Computer Science, 2016 (Scopus)

Publisher : Elsevier Procedia Computer Science

Year : 2016

Text/Image Region Separation for Document Layout Detection of Old Document Images Using Non-linear Diffusion and Level Set

Cite this Research Publication : Sachin Kumar S, Parvathy R, Prabaharan P, KP Soman, Text/Image Region Separation for Document Layout Detection of Old Document Images using Non-linear Diffusion and Level Set, ICACC 2016, Elsevier Procedia Computer Science, Vol 93, pp 469-477, 2016 (Scopus)

Publisher : Elsevier Procedia Computer Science

Year : 2016

Statistical Semantics in Context Space Amrita_CEN; Author Profiling

Cite this Research Publication : B. Ganesh, Dr. M. Anand Kumar, and P, S. K., “Statistical Semantics in Context Space Amrita\_CEN; Author Profiling”, in Working Notes of CLEF 2016 - Conference and Labs of the Evaluation forum, 2016.

Publisher : Working Notes of CLEF 2016 - Conference and Labs of the Evaluation forum, CEUR Proceedings .

Year : 2016

Real Time Vehicular Data Analysis utilising Big Data Platforms on Cost Effective ECU Networks

Cite this Research Publication : Y. C. Nair, PV, N., Dr. Soman K. P., and Vijay Krishna Menon, “Real Time Vehicular Data Analysis utilising Big Data Platforms on Cost Effective ECU Networks”, in International Conference on Innovation in Information Embedded and Communication Systems (ICIIECS’16), 2016.

Publisher : International Conference on Innovation in Information Embedded and Communication Systems (ICIIECS’16)

Year : 2016

Low Contrast Satellite Image Restoration based on adaptive Histogram Equalization and Discrete Wavelet Transform

Cite this Research Publication : M. P, M, S., Sowmya, and Dr. Soman K. P., “Low Contrast Satellite Image Restoration based on adaptive Histogram Equalization and Discrete Wavelet Transform”, in - 5th IEEE International Conference on Communication and Signal Processing-ICCSP'15, Adhiparasakthi Engineering College, Melmaruvathur , 2016.

Publisher : - 5th IEEE International Conference on Communication and Signal Processing-ICCSP'15

Year : 2016

Low Contrast Image Enchancement using Adaptive Histogram, Discrete Wavelet and Cosine Transform

Cite this Research Publication : S. Rajan and Dr. Soman K. P., “Low Contrast Image Enchancement using Adaptive Histogram, Discrete Wavelet and Cosine Transform”, in International Conference on Innovation in Information Embedded and Communication Systems (ICIIECS’16), 2016.

Publisher : International Conference on Innovation in Information Embedded and Communication Systems (ICIIECS’16)

Year : 2016

Least Square based signal denoising using wavelet filters

Cite this Research Publication : P. R, V, S., and Dr. Soman K. P., “Least Square based signal denoising using wavelet filters”, in International Conference on Innovation in Information Embedded and Communication Systems (ICIIECS’16), , 2016.

Publisher : International Conference on Innovation in Information Embedded and Communication Systems (ICIIECS’16),

Year : 2016

Image Fusion Using Variational Mode Decomposition

Cite this Research Publication : D. Pankaj, S, S. Kumar, Dr. Neethu Mohan, and Dr. Soman K. P., “Image Fusion Using Variational Mode Decomposition”, in International Conference on Innovation in Information Embedded and Communication Systems (ICIIECS’16), 2016.

Publisher : IJST

Year : 2016

Image denoising based on weighted Regularized Least Squares

Cite this Research Publication : S. M, K.S, G. Krishnan, and Dr. Soman K. P., “Image denoising based on weighted Regularized Least Squares”, in International conference on Soft computing systems (ICSCS’16), 2016.

Publisher : International conference on Soft computing systems (ICSCS’16)

Year : 2016

GIS-based ground water quality monitoring in Thiruvannamalai district, Tamil Nadu, India

Cite this Research Publication : M. Kaviarasan, Dr. Geetha Srikanth, and Dr. Soman K. P., “GIS-based ground water quality monitoring in Thiruvannamalai district, Tamil Nadu, India”, in Proceedings of the International Conference on Soft Computing Systems, ICSCS 2015; Kumaracoil; India, 2016, vol. 397, pp. 685-700.

Publisher : Proceedings of the International Conference on Soft Computing Systems

Year : 2016

Environment Monitoring Multimode OPerable Autonomous Rover

Cite this Research Publication : N. PV, Nair, Y. C., variyar, S., and Dr. Soman K. P., “Environment Monitoring Multimode OPerable Autonomous Rover”, in International conference on Soft computing systems (ICSCS’16), , 2016.

Publisher : International conference on Soft computing systems (ICSCS’16),

Year : 2016

Entity Extraction for Malayalam Social Media Text Using Structured Skip-gram Based Embedding Features from Unlabeled Data

Cite this Research Publication : G. R. Devi, Veena, P. V., Kumar, M. A., and Dr. Soman K. P., “Entity Extraction for Malayalam Social Media Text Using Structured Skip-gram Based Embedding Features from Unlabeled Data”, in Procedia Computer Science, 2016, vol. 93, pp. 547-553.

Publisher : Procedia Computer Science, Elsevier.

Year : 2016

DPIL@FIRE 2016: Overview of shared task on detecting paraphrases in Indian Languages (DPIL)

Cite this Research Publication : Dr. M. Anand Kumar, Singh, S., Kavirajan, B., and Dr. Soman K. P., “DPIL@FIRE 2016: Overview of shared task on detecting paraphrases in Indian Languages (DPIL)”, in CEUR Workshop Proceedings, 2016, vol. 1737, pp. 233-238.

Publisher : CEUR Workshop Proceedings, CEUR-WS.

Year : 2016

Distributional semantic representation in health care text classification

Cite this Research Publication : H. B. Barathi Ganesh, Dr. M. Anand Kumar, and Dr. Soman K. P., “Distributional semantic representation in health care text classification”, in CEUR Workshop Proceedings, 2016, vol. 1737, pp. 201-204.

Publisher : CEUR Workshop Proceedings, CEUR-WS.

Year : 2016

Distributional semantic representation for text classification and information retrieval

Cite this Research Publication : H. B. Barathi Ganesh, Dr. M. Anand Kumar, and Dr. Soman K. P., “Distributional semantic representation for text classification and information retrieval”, in CEUR Workshop Proceedings, 2016, vol. 1737, pp. 126-130.

Publisher : CEUR Workshop Proceedings, CEUR-WS.

Year : 2016

Dimensionality Reduction Using Band Selection Technique for Kernel Based Hyperspectral Image Classification

Cite this Research Publication : R. Reshma, Sowmya, Dr. Soman K. P., J., M., and J., J., “Dimensionality Reduction Using Band Selection Technique for Kernel Based Hyperspectral Image Classification”, in 6th International Conference on Advances in Computing and Communications , ICACC-2016, Rajagiri School of Engineering & Technology, 2016, vol. 93, pp. 396-402.

Publisher : 6th International Conference on Advances in Computing and Communications , ICACC-2016

Year : 2016

Conditional random fields for code mixed Entity Recognition

Cite this Research Publication : H. B. Barathi Ganesh, Dr. M. Anand Kumar, and Dr. Soman K. P., “Conditional random fields for code mixed Entity Recognition”, in CEUR Workshop Proceedings, 2016, vol. 1737, pp. 309-312.

Publisher : CEUR Workshop Proceedings, CEUR-WS.

Year : 2016

Change Detection of Forest Vegetation using Remote Sensing and GIS Techniques in Kalakkad Mundanthurai Tiger Reserve (A Case Study)

Cite this Research Publication :
A. Balaji S, Geetha P., and Dr. Soman K. P., “Change Detection of Forest Vegetation using Remote Sensing and GIS Techniques in Kalakkad Mundanthurai Tiger Reserve (A Case Study)”, in International Conference on Innovation in Information Embedded and Communication Systems (ICIIECS’16), 2016.

Publisher : International Conference on Innovation in Information Embedded and Communication Systems (ICIIECS’16)

Year : 2016

CEN@Amrita: Information retrieval on CodeMixed Hindi English tweets using vector space models

Cite this Research Publication : S. Singh, Dr. M. Anand Kumar, and Dr. Soman K. P., “CEN@Amrita: Information retrieval on CodeMixed Hindi English tweets using vector space models”, in CEUR Workshop Proceedings, 2016, vol. 1737, pp. 131-134.

Publisher : CEUR Workshop Proceedings, CEUR-WS.

Year : 2016

CEN@Amrita FIRE 2016: Context based character embeddings for entity extraction in code-mixed text

Cite this Research Publication : S. V. Skanda, Singh, S., G. Devi, R., Veena, P. V., Dr. M. Anand Kumar, and Dr. Soman K. P., “CEN@Amrita FIRE 2016: Context based character embeddings for entity extraction in code-mixed text”, in CEUR Workshop Proceedings, 2016, vol. 1737, pp. 321-324.

Publisher : CEUR Workshop Proceedings, CEUR-WS.

Year : 2016

Bulk Price Forecasting using Spark over NSE Data Set

Cite this Research Publication : Vijay Krishna Menon, Vasireddy, N. Chakravart, Jam, S. Aswin, Pedamallu, V. Teja Navee, Sureshkumar, V., and Dr. Soman K. P., “Bulk Price Forecasting using Spark over NSE Data Set”, in International Conference on Data Mining and Big Data, Bali, Indonesia, 2016.

Publisher : International Conference on Data Mining and Big Data

Year : 2016

Automatic Modulation Classification using Convolutional Neural Network

Cite this Research Publication : A. S and Dr. Soman K. P., “Automatic Modulation Classification using Convolutional Neural Network”, in International Conference on Artificial Intelligence and Evolutionary Computations in Engineering Systems (ICAIECES-2016), 2016.

Publisher : International Conference on Artificial Intelligence and Evolutionary Computations in Engineering Systems (ICAIECES-2016)

Year : 2016

Application of Least Square Denoising to Improve ADMM Based Hyperspectral Image Classification

Cite this Research Publication : S. Srivatsa, Ajay, A., Chandni, C. K., Sowmya, and Dr. Soman K. P., “Application of Least Square Denoising to Improve ADMM Based Hyperspectral Image Classification”, in 6th International Conference on Advances in Computing and Communications , ICACC-2016, Rajagiri School of Engineering & Technology, 6-8 September 2016, 2016, vol. 93, pp. 416-423.

Publisher : 6th International Conference on Advances in Computing and Communications , ICACC-2016

Year : 2016

Amrita-CEN@MSIR-FIRE2016: Code-mixed question classification using BoWs and RNN Embeddings

Cite this Research Publication : Dr. M. Anand Kumar, Dr. Soman K. P., and Dr. Soman K. P., “Amrita-CEN@MSIR-FIRE2016: Code-mixed question classification using BoWs and RNN Embeddings”, in CEUR Workshop Proceedings, 2016, vol. 1737, pp. 122-125.

Publisher : CEUR Workshop Proceedings, CEUR-WS.

Year : 2016

AMRITA-CEN@FIRE 2016: Consumer Health Information Search using keyword and word embedding features

Cite this Research Publication : P. V. Veena, G. Devi, R., Dr. M. Anand Kumar, and Dr. Soman K. P., “AMRITA-CEN@FIRE 2016: Consumer Health Information Search using keyword and word embedding features”, in CEUR Workshop Proceedings, 2016, vol. 1737, pp. 197-200.

Publisher : CEUR Workshop Proceedings, CEUR-WS.

Year : 2016

AMRITA-CEN@FIRE 2016: Code-mix entity extraction for Hindi-English and Tamil-English tweets

Cite this Research Publication : R. G. Devi, Veena, P. V., Dr. M. Anand Kumar, and Dr. Soman K. P., “AMRITA-CEN@FIRE 2016: Code-mix entity extraction for Hindi-English and Tamil-English tweets”, in CEUR Workshop Proceedings, 2016, vol. 1737, pp. 304-308.

Publisher : CEUR Workshop Proceedings, CEUR-WS.

Year : 2016

Amrita_CEN at SemEval-2016 : Complex Word identification using word embeddings

Cite this Research Publication : , M, Akumar, and Dr. Soman K. P., “Amrita_CEN at SemEval-2016 : Complex Word identification using word embeddings”, in International Workshop on Semantic Evaluation (SemEval 2016), 2016, 2016.

Publisher : International Workshop on Semantic Evaluation (SemEval 2016)

Year : 2016

Accurate frequency estimation method based on basis approach and empirical wavelet transform

Cite this Research Publication : Lakshmi P, Neethu Mohan, Sachin Kumar S, KP Soman, Accurate Frequency Estimation method based on Basis approach and Emperical Wavelet Transform, International Conference on Computer and Communication Technologies, Springer Conference, Vol 380, pp 801-809, 2015 (Scopus)

Publisher : Springer

Year : 2015

AMRITA_CEN-NLP@SAIL2015: Sentiment Analysis in Indian Language Using Regularized Least Square Approach with Randomized Feature Learning

Cite this Research Publication : Sachin Kumar, S., Premjith, B., Anand Kumar, M., Soman, K.P., AMRITA_CEN-NLP@SAIL2015: Sentiment analysis in indian language using regularized least square approach with randomized feature learning, (2015) Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 9468, pp. 671-683., DOI: 10.1007/978-3-319-26832-3_64

Year : 2015

Self-sufficient Smart Prosumers of Tomorrow

Cite this Research Publication : Lakshmi P, Sugatha KPR, Sharanya Chandran, Sachin Kumar S, KP Soman, Self-sufficient Smart Prosumers of Tomorrow, Smart Grid Technologies, Elsevier Procedia Technology, Vol 21, pp 338-344, 2015 (Scopus)

Publisher : Elsevier Procedia Technology

Year : 2015

A synchronised tree adjoining Grammar for English to Tamil Machine Translation

Cite this Research Publication : Vijay Krishna Menon, S. Rajendran, and Dr. Soman K. P., “A synchronised tree adjoining Grammar for English to Tamil Machine Translation”, in 2015 International Conference on Advances in Computing, Communications and Informatics, ICACCI 2015 (Fourth International Symposium on Natural Language Processing (NLP'15)), SCMS Group of Institutions, Corporate Office CampusPrathap Nagar , Muttom, Aluva, Kochi, Kerala; India, 2015, pp. 1497-1501.

Publisher : 2015 International Conference on Advances in Computing, Communications and Informatics, ICACCI 2015 (Fourth International Symposium on Natural Language Processing (NLP'15))

Year : 2015

Randomized kernel approach for Named Entity Recognition in Tamil

Cite this Research Publication : N. Abinaya, M. Kumar, A., and Dr. Soman K. P., “Randomized kernel approach for Named Entity Recognition in Tamil”, in International Conference on Soft computing in applied sciences and Engg (ICSCASE-15) , Noorul Islam University, 2015.

Publisher : International Conference on Soft computing in applied sciences and Engg (ICSCASE-15)

Year : 2015

Performance comparison of Variational Mode Decomposition over Empirical Wavelet Transform for the classification of power quality disturbances using Support Vector Machine

Cite this Research Publication : C. Aneesh, Kumar, S., Hisham, P. M., and Dr. Soman K. P., “Performance comparison of Variational Mode Decomposition over Empirical Wavelet Transform for the classification of power quality disturbances using Support Vector Machine”, in International Conference on Information and Communication Technologies (ICICT 2014), Bolgatty Palace and Island ResortKochi; India, 2015.

Publisher : International Conference on Information and Communication Technologies (ICICT 2014)

Year : 2015

Paraphrase Detection for Tamil language using Deep learning algorithms

Cite this Research Publication : M. S., Dr. M. Anand Kumar, and Dr. Soman K. P., “Paraphrase Detection for Tamil language using Deep learning algorithms”, in International Conference on Big Data and Cloud Computing (ICBDCC-2015), 2015.

Publisher : International Conference on Big Data and Cloud Computing (ICBDCC-2015)

Year : 2015

Named Entity Recognition for Malayalam language: A CRF based approach

Cite this Research Publication : G. Prasad, Fousiya, K. K., M. Kumar, A., and Dr. Soman K. P., “Named Entity Recognition for Malayalam Language: A CRF based Approach”, in Smart Technologies and Management for Computing, Communication, Controls, Energy and Materials (ICSTM), 2015 International Conference on, Chennai, 2015.

Publisher : Smart Technologies and Management for Computing, Communication, Controls, Energy and Materials (ICSTM),

Year : 2015

Ligand-Based Virtual Screening using Random Walk Kernel and Empirical Filters

Cite this Research Publication : M. P. Preeja, Palivela, H., Dr. Soman K. P., and Kharkar, P. S., “Ligand-Based Virtual Screening using Random Walk Kernel and Empirical Filters”, in Procedia Computer Science, Delhi; India, 2015.

Publisher : Procedia Computer Science

Year : 2015

Implementation of CDMA in GNU radio

Cite this Research Publication : P. Kavitha, K. Mohan, M., Surya, R., Gandhiraj R., and Dr. Soman K. P., “Implementation of CDMA in GNU radio”, in International Conference on Information and Communication Technologies (ICICT 2014), Bolgatty Palace and Island ResortKochi, 2015, vol. 46, pp. 981-988.

Publisher : International Conference on Information and Communication Technologies (ICICT 2014)

Year : 2015

An experimental study on channel estimation and synchronization to reduce error rate in OFDM using GNU Radio

Cite this Research Publication : C. Anjana, Sundaresan, S., Zacharia, T., Gandhiraj R., and Soman, K. P., “An experimental study on channel estimation and synchronization to reduce error rate in OFDM using GNU Radio”, in Procedia Computer Science, Bolgatty Palace and Island ResortKochi; India; 3, 2015, vol. 46, pp. 1056-1063.

Publisher : Elsevier

Year : 2015

Deep Belief Network based Part of Speech Tagger for Telugu Language

Cite this Research Publication : , Dr. M. Anand Kumar, and Dr. Soman K. P., “Deep Belief Network based Part of Speech Tagger for Telugu Language”, in 2nd IC3T International Conference on Computer and Communication Technologies, 2015.

Publisher : 2nd IC3T International Conference on Computer and Communication Technologies

Year : 2015

Cross-Lingual Preposition Disambiguation for Machine Translation

Cite this Research Publication : M. A. Kumar, S. Rajendran, and Dr. Soman K. P., “Cross-Lingual Preposition Disambiguation for Machine Translation”, in Procedia Computer Science, Bangalore; India, 2015.

Publisher : Procedia Computer Science

Year : 2015

Condition Monitoring in Roller Bearings using Cyclostationary Features

Cite this Research Publication : Sachin Kumar S, Neethu Mohan, Prabaharan P, KP Soman, Condition Monitoring in Roller Bearings using Cyclostationary Features, WCI, pp 690-607, 2015 (Scopus)

Publisher : WCI

Year : 2015

Computational thinking leads to computational learning: Flipped class room experiments in linear algebra

Cite this Research Publication : S. Se, Ashwini, B., Chandran, A., and Dr. Soman K. P., “Computational thinking leads to computational learning: Flipped class room experiments in linear algebra”, in ICIIECS 2015 - 2015 IEEE International Conference on Innovations in Information, Embedded and Communication Systems, Karpagam College of EngineeringCoimbatore; India; , 2015.

Publisher : ICIIECS 2015 - 2015 IEEE International Conference on Innovations in Information, Embedded and Communication Systems

Year : 2015

AMRITA_CEN-NLP@SAIL2015: Sentiment analysis in indian language using regularized least square approach with randomized feature learning

Cite this Research Publication : Sachin Kumar S, Premjith B, M Anand Kumar, KP Soman, AMRITA_CEN-NLP@SAIL2015: Sentiment analysis in Indian language using regularized least square approach with randomized feature learning, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Springer Verlag, Volume 9468, Hyderabad India, p.671-683 (2015) (Scopus)

Publisher : Springer

Year : 2015

AMRITA – CEN@NEEL : Identification and linking of twitter entities

Cite this Research Publication : H. B. Barathi Ganesh, Abinaya, N., Dr. M. Anand Kumar, Vinayakumar, R., and Dr. Soman K. P., “AMRITA - CEN@NEEL : Identification and linking of twitter entities”, in CEUR Workshop Proceedings, Florence; Italy, 2015, vol. 1395, pp. 64-65.

Publisher : CEUR Workshop Proceedings

Year : 2015

Aerial Image Classification using GURLS and LIBSVM

Cite this Research Publication : A. Joy, Merlin, D., .K, D., Sowmya, and Dr. Soman K. P., “Aerial Image Classification using GURLS and LIBSVM”, in 5th IEEE International Conference on Communication and Signal Processing-ICCSP'15, Adhiparasakthi Engineering College, Melmaruvathur , 2015.

Publisher : 5th IEEE International Conference on Communication and Signal Processing-ICCSP'15

Year : 2015

A VMD based approach for speech enhancement

Cite this Research Publication : B Ganga, Sachin Kumar S, Neethu Mohan, KP Soman, A VMD based approach for Speech Enhancement, SIRS, Vol 425, pp 309-321, 2015 (Scopus)

Publisher : SIRS

Year : 2014

Performance comparison of VMD over EWT for the classification of power quality disturbances using SVM

Cite this Research Publication : Aneesh C, Sachin Kumar S, PM Hisham, KP Soman, Performance comparison of VMD over EWT for the classification of power quality disturbances using SVM, International Conference on information and communication Technologies, Elsevier Procedia Computer Science, Vol 46, pp 372-380, 2014 (Scopus)

Publisher : Elsevier Procedia Computer Science

Year : 2014

Classification of Stress of Automobile drivers using Radial Basis Function Kernel Support Vector Machine

Cite this Research Publication : Dr. Soman K. P., Sathiya, A., and Suganthi, N., “Classification of Stress of Automobile drivers using Radial Basis Function Kernel Support Vector Machine”, in International Conference on Information Communication and Embedded Systems (ICICES2014), 2014.

Publisher : International Conference on Information Communication and Embedded Systems (ICICES2014)

Year : 2014

Simultaneous Access of RF Front End from more clients using GNU Radio for Low Cost Platform

Cite this Research Publication : D. Rajendra D. Kumar, Ambika, P. S., Anju, S., Gandhiraj R., and Dr. Soman K. P., “Simultaneous Access of RF Front End from more clients using GNU Radio for Low Cost Platform”, in International Confernece on Recent Trends in Engineering and Technology (ICRTET-2014), CSI Institue of Technolgy, Kanyakumari, 2014.

Publisher : CSI Institue of Technolgy

Year : 2014

Radiation Pattern of Yagi-Uda antenna using GNU Radio Platform

Cite this Research Publication : M. Sreethivya, Dhanya, M. G., Nimisha, C., Gandhiraj R., and Dr. Soman K. P., “Radiation Pattern of Yagi-Uda antenna using GNU Radio Platform”, in International Conference on Trends in Technology for Convergence (TITCON '14), AVS Engineering College, Salem, 2014.

Publisher : AVS Engineering College

Year : 2014

A novel approach for denoising coloured remote sensing image using Legendre Fenchel Transformation

Cite this Research Publication : S. Santhosh, Abinaya, N., Rashmi, G., Sowmya, and Dr. Soman K. P., “A novel approach for denoising coloured remote sensing image using Legendre Fenchel Transformation”, in 2014 International Conference on Recent Trends in Information Technology, ICRTIT 2014, Chennai, India, 2014.

Publisher : 2014 International Conference on Recent Trends in Information Technology, ICRTIT 2014

Year : 2014

Language learning for visual and auditory learners using scratch toolkit

Cite this Research Publication : Sanjanaashree, P., Anand Kumar, M., Soman, K.P. Language learning for visual and auditory learners using the scratch toolkit, 2014 International Conference on Computer Communication and Informatics: Ushering in Technologies of Tomorrow, Today, ICCCI 2014, art. no. 6921765

Publisher : ICCCI 2014

Year : 2014

Improving the Performance of English-Tamil Statistical Machine Translation System using Source-Side Pre-Processing

Cite this Research Publication : Dr. M. Anand Kumar, V., D., Dr. Soman K. P., and V., S., “Improving the Performance of English-Tamil Statistical Machine Translation System using Source-Side Pre-Processing”, in Proceedings of International Conference on Advances in Computer Science, AETACS, 2014.

Publisher : Proceedings of International Conference on Advances in Computer Science, AETACS

Year : 2014

Compressive sensing based image acquisition and reconstruction analysis

Cite this Research Publication : S. Ravindranath, Ram, S. R. N., Subhashini, S., Reddy, A. V. S., Janarth, M., Aswathvignesh, R., Gandhiraj R., and Dr. Soman K. P., “Compressive sensing based image acquisition and reconstruction analysis”, in Proceeding of the IEEE International Conference on Green Computing, Communication and Electrical Engineering, ICGCCEE 2014, 2014.

Publisher : Proceeding of the IEEE International Conference on Green Computing, Communication and Electrical Engineering, ICGCCEE 2014

Year : 2014

AMRITA@ FIRE-2014: Named Entity Recognition for Indian languages (Working notes)

Cite this Research Publication : Anirudh Nair, Dr. M. Anand Kumar, and Dr. Soman K. P., “AMRITA@ FIRE-2014: Named Entity Recognition for Indian languages (Working notes)”, in International Workshop: "NER shared Task" Forum for Information Retrieval Evaluation (FIRE-2014), Bengaluru, 2014.

Publisher : International Workshop: NER shared Task Forum for Information Retrieval Evaluation (FIRE-2014)

Year : 2014

AMRITA@ FIRE-2014: Morpheme Extraction for Tamil using Machine Learning (Working notes)

Cite this Research Publication : Dr. M. Anand Kumar, Rajendran, S., and Dr. Soman K. P., “AMRITA@ FIRE-2014: Morpheme Extraction for Tamil using Machine Learning (Working notes)”, in International Workshop: "MET shared Task" Forum for Information Retrieval Evaluation (FIRE- 2014), Bengaluru , 2014.

Publisher : International Workshop: MET shared Task Forum for Information Retrieval Evaluation (FIRE- 2014)

Year : 2014

Spike detection of disturbed power signal using VMD

Cite this Research Publication : Amitha V, Jyotsna JK, Nithya K, Sachin Kumar S, KP Soman, Spike Detection of Disturbed Power Signal using VMD, International Conference on information and communication Technologies, Elsevier Procedia Computer Science, Vol 46, pp 1087-1094, 2014 (Scopus)

Publisher : Elsevier Procedia Computer Science

Year : 2014

A low cost implementation of multi-label classification algorithm using mathematica on Raspberry Pi

Cite this Research Publication : Neethu J, R Surya, R Ashwini, Sachin Kumar S, KP Soman, A low cost implementation of multi-label classification algorithm using Mathematica on Raspberry Pi, International Conference on information and communication Technologies, Elsevier Procedia Computer Science, Vol 46, pp 306-313, 2014 (Scopus)

Publisher : Elsevier Procedia Computer Science

Year : 2013

An Efficient Multiclassifier system based on Convolutional Neural Network for Offline Handwritten Telugu Character Recognition

Cite this Research Publication : Dr. Soman K. P., Nandigam, A., and Chakravarthy, V. S., “An Efficient Multiclassifier system based on Convolutional Neural Network for Offline Handwritten Telugu Character Recognition”, in 2013 National Conference on Communications (NCC), 2013.

Publisher : NCC

Year : 2013

Analysis of Physiological Signals in Response to Stress using ECG and Respiratory Signals of Automobile Divers

Cite this Research Publication : Dr. Soman K. P., Alex, V., and Srinivas, C., “Analysis of Physiological Signals in Response to Stress using ECG and Respiratory Signals of Automobile Divers”, in 2013 International Mutli-Conference on Automation, Computing, Communication, Control and Compressed Sensing (iMac4s), 2013.

Publisher : 2013 International Mutli-Conference on Automation, Computing, Communication, Control and Compressed Sensing (iMac4s)

Year : 2013

OpenBTS based microtelecom model: A socio-economic boon to rural communities

Cite this Research Publication : N. Prasannan, Xavier, G., Manikkoth, A., Gandhiraj R., Peter, R., and Dr. Soman K. P., “OpenBTS based microtelecom model: A socio-economic boon to rural communities”, in Proceedings - 2013 IEEE International Multi Conference on Automation, Computing, Control, Communication and Compressed Sensing, iMac4s 2013, Kerala, 2013, pp. 856-861.

Publisher : Proceedings - 2013 IEEE International Multi Conference on Automation, Computing, Control, Communication and Compressed Sensing, iMac4s 2013

Year : 2013

Novel SVD based Character Recognition for Malayalam Language Script

Cite this Research Publication : S. Kumar S, Soman, K. P., and K, M., “Novel SVD based Character Recognition for Malayalam Language Script”, 2013.

Publisher : Springer (2013)

Year : 2013

2D Image data approximation using Savitzky Golay filter—Smoothing and differencing

Cite this Research Publication :

Publisher : International Multi-Conference on Automation, Computing, Communication, Control and Compressed Sensing (iMac4s), 2013

Year : 2013

2D Image data approximation using Savitzky Golay filter #x2014; Smoothing and differencing

Cite this Research Publication :
B. G. Gowri, Hariharan, V., Thara, S., Kumar, S. S., and K. P. Soman, “2D Image data approximation using Savitzky Golay filter #x2014; Smoothing and differencing”, in Automation, Computing, Communication, Control and Compressed Sensing (iMac4s), 2013 International Multi-Conference on, 2013.

Publisher : Automation, Computing, Communication, Control and Compressed Sensing (iMac4s), 2013 International Multi-Conference on

Year : 2012

Protein Sequence Analysis Using Chaos Game Representation

Cite this Research Publication : P. S. V and Soman, K. P., “Protein Sequence Analysis Using Chaos Game Representation”, in RTCSP, 2012.

Publisher : RTCSP

Year : 2012

Implementation of ℓ 1 magic and one bit compressed sensing based on linear programming using excel

Cite this Research Publication : P. K. Indukala, Lakshmi, K., Sowmya V., and Dr. Soman K. P., “Implementation of ℓ 1 magic and one bit compressed sensing based on linear programming using excel”, International Conference on Advances in Computing and Communications, ICACC 2012. IEEE, Kochi, Kerala, pp. 69-72, 2012

Publisher : IEEE

Year : 2012

GNU radio based control system

Cite this Research Publication : R. Anand, Xavier, G., Hariharan, V., Prasannan, N., Peter, R., and Dr. Soman K. P., “GNU radio based control system”, in Proceedings - 2012 International Conference on Advances in Computing and Communications, ICACC 2012, Cochin, 2012, pp. 259-262.

Publisher : Proceedings - 2012 International Conference on Advances in Computing and Communications

Year : 2012

Effect of Pre-processing on Binarization and Segmentation of Scanned Documents

Cite this Research Publication : M. Sugathan, Sreedhar, S., ,, and Soman, K. P., “Effect of Pre-processing on Binarization and Segmentation of Scanned Documents”, in International Conference on Computer Science and Information Technology, 2012.

Publisher : International Conference on Computer Science and Information Technology

Year : 2011

Detection of Power Quality Disturbances with Overcomplete Dictionary Matrix and ℓ1-norm Minimization

Cite this Research Publication : P. Kathirvel, Manikandan, M. S., Maya, P., and Dr. Soman K. P., “Detection of Power Quality Disturbances with Overcomplete Dictionary Matrix and ℓ1-norm Minimization”, in 2011 International Conference on Power and Energy Systems, 2011.

Publisher : International Conference on Power and Energy Systems

Year : 2011

Shallow Parser for Tamil

Cite this Research Publication : V. Dhanalakshmi, M. Kumar, A., Soman, K. P., and S. Rajendran, “Shallow Parser for Tamil”, in INFITT 2011 , Pennsylvania, Philadelphia, USA , 2011.

Publisher : INFITT 2011

Year : 2011

Quality-driven wavelet based PCG signal coding for wireless cardiac patient monitoring

Cite this Research Publication : S. M. Manikandan, Dr. Soman K. P., and Dandapat, S., “Quality-driven Wavelet based PCG Signal Coding for Wireless Cardiac Patient Monitoring”, in ACWR 2011 - Proceedings of the International Conference on Wireless Technologies for Humanitarian Relief, Amritapuri, 2011, pp. 519-526.

Publisher : ACWR

Year : 2011

Noise robust zerocrossing rate computation for audio signal classification

Cite this Research Publication : P. Kathirvel, Manikandan, M. S., Senthilkumar, S., and Dr. Soman K. P., “Noise Robust Zerocrossing Rate Computation for Audio Signal Classification”, in TISC 2011 - Proceedings of the 3rd International Conference on Trendz in Information Sciences and Computing, Chennai, 2011, pp. 65-69.

Publisher : TISC 2011 - Proceedings of the 3rd International Conference on Trendz in Information Sciences and Computing

Year : 2011

Morphology based Factored Statistical Machine Translation System for English to Tamil

Cite this Research Publication : A. M. Kumar, Dhanalakshmi, V., Soman, K. P., and S. Rajendran, “Morphology based Factored Statistical Machine Translation System for English to Tamil ”, in 10th Tamil Internet Conference, INFIT & UPEN 2011, University of Pennsylvania, Philadelphia, USA, 2011.

Publisher : University of Pennsylvania

Year : 2011

Filter design using sparse signal restoration techniques

Cite this Research Publication : K. Lakshmi and Soman, K. P., “Filter design using sparse signal restoration techniques”, in 2011 IEEE Recent Advances in Intelligent Computational Systems, RAICS 2011, Trivandrum, Kerala, 2011, pp. 396-400.

Publisher : 2011 IEEE Recent Advances in Intelligent Computational Systems, RAICS 2011

Year : 2011

Clause Boundary Identification For Tamil Language Using Dependency Parsing – SPIT2011

Cite this Research Publication : R. Dhivya, Dhanalakshmi, V., Dr. M. Anand Kumar, and Soman, K. P., “Clause Boundary Identification For Tamil Language Using Dependency Parsing - SPIT2011”, in International Joint Conference on Advances in Signal Processing and Information Technology – SPIT 2011, 2011.

Publisher : Springer

Year : 2011

Automated cardiac event change detection for continuous remote patient monitoring devices

Cite this Research Publication : Ba Baby, Manikandan, M. Sb, and Dr. Soman K. P., “Automated cardiac event change detection for continuous remote patient monitoring devices”, in ACWR 2011 - Proceedings of the International Conference on Wireless Technologies for Humanitarian Relief, Amritapuri, 2011, pp. 225-232.

Publisher : ACWR 2011 - Proceedings of the International Conference on Wireless Technologies for Humanitarian Relief

Year : 2010

SVM Based Part of Speech Tagger for Malayalam

Cite this Research Publication : P. J. Antony, Mohan, S. P., and Dr. Soman K. P., “SVM Based Part of Speech Tagger for Malayalam”, in Recent Trends in Information, Telecommunication and Computing (ITC), 2010 International Conference on, Kochi, Kerala, 2010, pp. 339-341.

Publisher : IEEE

Year : 2010

A Novel Approach to Morphological Generator for Tamil

Cite this Research Publication : R. U. Rekha, M Kumar, A., Dhanalakshmi, V., Rajendran, S., and Dr. Soman K. P., “A Novel Approach to Morphological Generator for Tamil”, in 2nd International Conference on Data Engineering and Management (ICDEM 2010), Trichy, India, 2010.

Publisher : Springer Verlag-Germany

Year : 2010

A novel algorithm for Tamil morphological generator (Best Second Paper)

Cite this Research Publication : Dr. M. Anand Kumar, Dhanalakshmi, V. V., Rajendran, S., Dr. Soman K. P., and Rekha, K. U., “A novel algorithm for Tamil morphological generator (Best Second Paper)”, in 8th International Conference on Natural Language Processing ( ICON2010), IIT Kharagpur, India, 2010.

Publisher : IIT Kharagpur

Year : 2010

Morphological Generator for Tamil a New Data Driven Approach

Cite this Research Publication : R. U. Rekha, M Kumar, A., Dhanalakshmi, V., Rajendran, S., and Dr. Soman K. P., “Morphological Generator for Tamil a New Data Driven Approach”, in 9th Tamil Internet Conference, Chemmozhi Maanaadu, Coimbatore, India, 2010.

Publisher : Chemmozhi Maanaadu

Year : 2010

Morphological Analyzer for Telugu Using Support Vector Machine

Cite this Research Publication : S. G. Kiranmai, Mallika, K., M. Kumar, A., Dhanalakshmi, V., and Dr. Soman K. P., “Morphological Analyzer for Telugu Using Support Vector Machine”, in Information and Communication Technologies, Berlin, Heidelberg, 2010, vol. 101, pp. 430-433.

Publisher : Springer Berlin Heidelberg

Year : 2010

Morphological Analyzer for Malayalam using Machine Learning

Cite this Research Publication : V. P. Abeera, Aparna, S., Dhanalakshmi, V., M Kumar, A., Rajendran, S., Dr. Soman K. P., and Rekha, R. U., “Morphological Analyzer for Malayalam using Machine Learning”, in Second International Conference, ICDEM , Tiruchirappalli, India, 2010.

Publisher : Springer Verlag-Germany

Year : 2010

Kernel Method for English to Kannada Transliteration

Cite this Research Publication : P. J. Antony, Ajith, V. P., and Dr. Soman K. P., “Kernel Method for English to Kannada Transliteration”, in Recent Trends in Information, Telecommunication and Computing (ITC), 2010 International Conference on, Kochi, Kerala, 2010, pp. 336-338.

Publisher : IEEE

Year : 2010

Kernel based part of speech tagger for kannada

Cite this Research Publication : P. J. Antony and Dr. Soman K. P., “Kernel based part of speech tagger for kannada”, in Machine Learning and Cybernetics (ICMLC), 2010 International Conference on, Qingdao, 2010, vol. 4, pp. 2139-2144.

Publisher : IEEE

Year : 2010

Integer linear programming approach to dependency parsing for Malayalam

Cite this Research Publication : T. Aparnna, Raji, P. G., and Soman, K. P., “Integer linear programming approach to dependency parsing for Malayalam”, in ITC 2010 - 2010 International Conference on Recent Trends in Information, Telecommunication, and Computing, Kochi, Kerala, 2010, pp. 324-326.

Publisher : ITC 2010 - 2010 International Conference on Recent Trends in Information, Telecommunication, and Computing

Year : 2010

Grammar teaching tools for tamil language

Cite this Research Publication : D. Velliangiri, M Kumar, A., Rekha, R. U., Dr. Soman K. P., and S., R., “Grammar teaching tools for tamil language”, in 2010 International Conference on Technology for Education, T4E 2010, Mumbai, 2010, pp. 85-88.

Publisher : 2010 International Conference on Technology for Education, T4E 2010

Year : 2010

Fast computation of marginalized walk kernel for virtual screening in drug discovery

Cite this Research Publication : M. P. Preeja and Soman, K. P., “Fast computation of marginalized walk kernel for virtual screening in drug discovery”, in Proceedings of the 1st Amrita ACM-W Celebration of Women in Computing in India, A2CWiC'10, Coimbatore, 2010.

Publisher : A2CWiC'10

Year : 2010

English to Tamil Machine Translation System

Cite this Research Publication : Dr. Soman K. P. and Menon, A. G., “English to Tamil Machine Translation System”, in 9th Tamil Internet Conference (INFITT ), Chemmozhi Maanaadu, Coimbatore, India, 2010.

Publisher : Chemmozhi Maanaadu

Year : 2010

Building a WordNet for Dravidian Languages

Cite this Research Publication : S. Rajendran, Shivapratap, G., Dhanlakshmi, V., and Dr. Soman K. P., “Building a WordNet for Dravidian Languages”, in Proceedings of the Global WordNet Conference (GWC 10), Indian Institute of Technology, Mumbai, India, 2010.

Publisher : Indian Institute of Technology

Year : 2010

Audio visual based pronunciation dictionary for Indian languages

Cite this Research Publication : K. Palanisamy, Kumar, A. Manoj, Chinnappa, M., M Manikandan, S., and Dr. Soman K. P., “Audio visual based pronunciation dictionary for Indian languages”, in Technology for Education (T4E), 2010 International Conference on, Mumbai, 2010, pp. 82-84.

Publisher : IEEE

Year : 2009

A Watermarking Algorithm Based on Contourlet Transform and Nonnegative Matrix Factorization

Cite this Research Publication : Silija and Dr. Soman K. P., “A Watermarking Algorithm Based on Contourlet Transform and Nonnegative Matrix Factorization”, in 2009 International Conference on Advances in Recent Technologies in Communication and Computing, 2009.

Publisher : 2009 International Conference on Advances in Recent Technologies in Communication and Computing,

Year : 2009

Rule Based Reordering and Morphological Processing for English-Malayalam Statistical Machine Translation

Cite this Research Publication : R. C., K., D., Ravindran, R., and Dr. Soman K. P., “Rule Based Reordering and Morphological Processing for English-Malayalam Statistical Machine Translation”, in 2009 International Conference on Advances in Computing, Control, and Telecommunication Technologies, 2009.

Publisher : 2009 International Conference on Advances in Computing, Control, and Telecommunication Technologies

Year : 2009

Multi Image-Watermarking Scheme Based on Framelet and SVD

Cite this Research Publication : K. Sukumar, Hemalatha, T., and Dr. Soman K. P., “Multi Image-Watermarking Scheme Based on Framelet and SVD”, in 2009 International Conference on Advances in Recent Technologies in Communication and Computing, 2009.

Publisher : 2009 International Conference on Advances in Recent Technologies in Communication and Computing

Year : 2009

Determining an Efficient Supervised Classification Method for Hyperspectral Image

Cite this Research Publication : V. Joevivek, Hemalatha, T., and Dr. Soman K. P., “Determining an Efficient Supervised Classification Method for Hyperspectral Image”, in 2009 International Conference on Advances in Recent Technologies in Communication and Computing, 2009.

Publisher : 2009 International Conference on Advances in Recent Technologies in Communication and Computing

Year : 2009

Berkeley Wavelet Transform Based Image Watermarking

Cite this Research Publication : R. R. P. and Dr. Soman K. P., “Berkeley Wavelet Transform Based Image Watermarking”, in 2009 International Conference on Advances in Recent Technologies in Communication and Computing, Kottayam, Kerala, India, 2009.

Publisher : 2009 International Conference on Advances in Recent Technologies in Communication and Computing, IEEE

Year : 2009

Performance Evaluation of Information Theoretic Image Fusion Metrics over Quantitative Metrics

Cite this Research Publication : A. T. and Dr. Soman K. P., “Performance Evaluation of Information Theoretic Image Fusion Metrics over Quantitative Metrics”, in 2009 International Conference on Advances in Recent Technologies in Communication and Computing, Kottayam, Kerala, India, 2009.

Publisher : 2009 International Conference on Advances in Recent Technologies in Communication and Computing, IEEE

Year : 2009

Robust watermarking of remote sensing images without the loss of spatial information

Cite this Research Publication : , Joevivek, V., ,, and Dr. Soman K. P., “Robust watermarking of remote sensing images without the loss of spatial information”, in 10th ESRI India User Conference 2009 , 2009.

Publisher : 10th ESRI India User Conference 2009

Year : 2009

Improving Security of Watermarking Algorithms via Parametric M-band Wavelet Transform

Cite this Research Publication : T. Hemalatha, Sukumar, K., and Dr. Soman K. P., “Improving Security of Watermarking Algorithms via Parametric M-band Wavelet Transform”, in 2009 International Conference on Advances in Recent Technologies in Communication and Computing, Kottayam, Kerala, India, 2009.

Publisher : 2009 International Conference on Advances in Recent Technologies in Communication and Computing,

Year : 2009

Framelet Based Image Fusion for the Enhancement of Cloud Associated Shadow areas in Satellite Images

Cite this Research Publication : M. K., T., A., V., K. Rao G., and Dr. Soman K. P., “Framelet Based Image Fusion for the Enhancement of Cloud Associated Shadow areas in Satellite Images”, in 2009 International Conference on Advances in Computing, Control, and Telecommunication Technologies, 2009.

Publisher : 2009 International Conference on Advances in Computing, Control, and Telecommunication Technologies

Year : 2009

Rule Based Machine Translation from English to Malayalam

Cite this Research Publication : R. Rajan, Sivan, R., Ravindran, R., and Dr. Soman K. P., “Rule Based Machine Translation from English to Malayalam”, in 2009 International Conference on Advances in Computing, Control, and Telecommunication Technologies, 2009.

Publisher : 2009 International Conference on Advances in Computing, Control, and Telecommunication Technologies

Year : 2009

Ticketing Solutions for Indian Railways Using RFID Technology

Cite this Research Publication : V. Prasanth, R., H. P., and Dr. Soman K. P., “Ticketing Solutions for Indian Railways Using RFID Technology”, in 2009 International Conference on Advances in Computing, Control, and Telecommunication Technologies, 2009.

Publisher : 2009 International Conference on Advances in Computing, Control, and Telecommunication Technologies

Year : 2009

Wireless Sensor Network Localization With Imprecise Measurements Using Only a Quadratic Solver.

Cite this Research Publication : Dr. Maneesha V. Ramesh, Dr. Soman K. P., and R., L., “Wireless Sensor Network Localization With Imprecise Measurements Using Only a Quadratic Solver.”, in the Proceedings of the 2009 International Conference on Wireless Networks (ICWN’09), 2009.

Publisher : The Proceedings of the 2009 International Conference on Wireless Networks (ICWN’09), CSREA Press, 2009.

Year : 2009

Towards generating irrevocable key for cryptography from cancelable fingerprints

Cite this Research Publication : N. Lalithamani and Dr. Soman K. P., “Towards Generating Irrevocable Key for Cryptography from Cancelable Fingerprints”, in Proceedings 2009-2nd IEEE International Conference on Computer Science and Information Technology(ICCSIT 2009), 2009, pp. pp.563-568.

Publisher : Proceedings 2009-2nd IEEE International Conference on Computer Science and Information Technology(ICCSIT 2009)

Year : 2009

Tamil font recognition using gabor filters and support vector machines

Cite this Research Publication : Dr. Ramanathan R., Ponmathavan, S., Thaneshwaran, L., A. S. Nair, Valliappan, N., and Soman, K. P., “Tamil font recognition using gabor filters and support vector machines”, in ACT 2009 - International Conference on Advances in Computing, Control and Telecommunication Technologies, Trivandrum, Kerala, 2009.

Publisher : Control and Telecommunication Technologies

Year : 2009

A support vector machines approach for efficient facial expression recognition

Cite this Research Publication : Dr. Ramanathan R., A. S. Nair, Sagar, V. V., Sriram, N., and Soman, K. P., “A support vector machines approach for efficient facial expression recognition”, in ARTCom 2009 - International Conference on Advances in Recent Technologies in Communication and Computing, Kottayam, Kerala, 2009.

Publisher : ARTCom 2009 - International Conference on Advances in Recent Technologies in Communication and Computing

Year : 2009

Robust feature extraction technique for optical character recognition

Cite this Research Publication : Dr. Ramanathan R., A. S. Nair, Thaneshwaran, L., Ponmathavan, S., Valliappan, N., and Dr. Soman K. P., “Robust feature extraction technique for optical character recognition”, in ACT 2009 - International Conference on Advances in Computing, Control and Telecommunication Technologies, Trivandrum, Kerala, 2009.

Publisher : Control and Telecommunication Technologies

Year : 2009

Optical character recognition for English and Tamil using support vector machines

Cite this Research Publication : Dr. Ramanathan R., Ponmathavan, S., Valliappan, N., Thaneshwaran, L., A. S. Nair, and Dr. Soman K. P., “Optical character recognition for English and Tamil using support vector machines”, in ACT 2009 - International Conference on Advances in Computing, Control and Telecommunication Technologies, Trivandrum, Kerala, 2009.

Publisher : ACT 2009 - International Conference on Advances in Computing, Control and Telecommunication Technologies

Year : 2009

A novel technique for english font recognition using support vector machines

Cite this Research Publication : Dr. Ramanathan R., Thaneshwaran, L., Viknesh, V., Arunkumar, T., Yuvaraj, P., and Soman, K. P., “A novel technique for english font recognition using support vector machines”, in ARTCom 2009 - International Conference on Advances in Recent Technologies in Communication and Computing, Kottayam, Kerala, 2009.

Publisher : ARTCom 2009 - International Conference on Advances in Recent Technologies in Communication and Computing

Year : 2009

A Novel Apporach For Tamil Morphological Analyzer

Cite this Research Publication : A. M Kumar, Dhanalakshmi, V., Soman, K. P., and Rajendran, S., “A Novel Apporach For Tamil Morphological Analyzer”, in Proceedings of 8th Tamil Internet Conference, Cologne, Germany, 2009.

Publisher : Proceedings of 8th Tamil Internet Conference

Year : 2009

Morphological Analyzer for Agglutinative Languages Using Machine Learning Approaches

Cite this Research Publication : D. V., M., A. K., R.U., R., C., A. K., Dr. Soman K. P., and S., R., “Morphological Analyzer for Agglutinative Languages Using Machine Learning Approaches”, in 2009 International Conference on Advances in Recent Technologies in Communication and Computing, Kottayam, Kerala, 2009, pp. 433-435.

Publisher : IEEE

Year : 2009

Investigation and development of methods to solve multi-class classification problems

Cite this Research Publication : Dr. Ramanathan R., Rohini, P. A., Dharshana, G., and Dr. Soman K. P., “Investigation and development of methods to solve multi-class classification problems”, in ARTCom 2009 - International Conference on Advances in Recent Technologies in Communication and Computing, Kottayam, Kerala, 2009.

Publisher : ARTCom 2009 - International Conference on Advances in Recent Technologies in Communication and Computing

Year : 2009

Generalised and channel independent SVM based robust decoders for wireless applications

Cite this Research Publication : Dr. Ramanathan R., Valliappan, N., Mathavan, S. P., Gayathri, M., Priya, R., and Dr. Soman K. P., “Generalised and channel independent SVM based robust decoders for wireless applications”, in ARTCom 2009 - International Conference on Advances in Recent Technologies in Communication and Computing, Kottayam, Kerala, 2009.

Publisher : ARTCom 2009 - International Conference on Advances in Recent Technologies in Communication and Computing

Year : 2009

An efficient approach for non-invertible cryptographic key generation from cancelable fingerprint biometrics

Cite this Research Publication : N. Lalithamani and Dr. Soman K. P., “An Efficient Approach for non-invertible Cryptographic Key Generation from Cancelable Fingerprint Biometrics”, in International Conference on Advances in Recent Technologies in Communication and Computing(ARTCom 2009), 2009, pp. pp.47-52, 2009.

Publisher : International Conference on Advances in Recent Technologies in Communication and Computing(ARTCom 2009)

Year : 2009

Chunker for Tamil

Cite this Research Publication : Va Dhanalakshmi, Padmavathy, Pa, M Kumar, A., Soman, K. Pa, and Rajendran, Sb, “Chunker for Tamil”, in ARTCom 2009 - International Conference on Advances in Recent Technologies in Communication and Computing, Kottayam, Kerala, 2009, pp. 436-438.

Publisher : ARTCom 2009 - International Conference on Advances in Recent Technologies in Communication and Computing

Year : 2008

Sequence labeling approach for English to Tamil Transliteration using Memory based Learning

Cite this Research Publication : V. MS, Vishwa, S. G. Amrita, V, D., VP, A., and Dr. Soman K. P., “Sequence labeling approach for English to Tamil Transliteration using Memory based Learning”, in ICON - 2008 6th International Conference on Natural Language Processing, 2008.

Publisher : ICON - 2008 6th International Conference on Natural Language Processing

Year : 2008

Regularity, Vanishing Moment and Balancing Conditions in Multi-wavelets

Cite this Research Publication : Dr. Soman K. P. and Narayanankutty, K. A., “Regularity, Vanishing Moment and Balancing Conditions in Multi-wavelets”, in Second International Conference on Resource Utilization and Intelligent Systems, INCRUIS, 2008.

Publisher : Second International Conference on Resource Utilization and Intelligent Systems

Year : 2008

Video Annotation using Saliency.

Cite this Research Publication : Amudha J., Dr. Soman K. P., and Vasanth, K., “Video Annotation using Saliency.”, in IPCV, 2008.

Publisher : IPCV

Year : 2008

Tamil Part-of-Speech Tagger based on SVM Tool

Cite this Research Publication : D. V., Dr. M. Anand Kumar, S., V. M., R., L., Dr. Soman K. P., and S., R., “Tamil Part-of-Speech Tagger based on SVM Tool”, in Proceedings of International Conference on Asian Language Processing 2008 (IALP 2008), Chiang Mai, Thailand, 2008.

Publisher : Proceedings of International Conference on Asian Language Processing 2008 (IALP 2008)

Year : 2007

Fast Single-Shot Multiclass Proximal Support Vector Machines and Perceptions

Cite this Research Publication : Dr. Soman K. P., Loganathan, R., Vijaya, M. S., AJAY, V., and Shivsubramani, K., “Fast Single-Shot Multiclass Proximal Support Vector Machines and Perceptions”, in 2007 International Conference on Computing: Theory and Applications (ICCTA'07), Kolkata, Indi, 2007.

Publisher : 2007 International Conference on Computing: Theory and Applications (ICCTA'07)

Year : 2003

Efficient Classification and Analysis of Ischemic Heart Disease using Proximal Support Vector Machines based Decision Trees

Cite this Research Publication : Dr. Soman K. P., Shyam, D. M., and Madhavdas, P., “Efficient Classification and Analysis of Ischemic Heart Disease using Proximal Support Vector Machines based Decision Trees”, in TENCON 2003. Conference on Convergent Technologies for Asia-Pacific Region, 2003.

Publisher : TENCON 2003. Conference on Convergent Technologies for Asia-Pacific Region

Year : 2003

PARADIP: Anatomy of a Massively Parallel Primal Dual Interior Point Method based LP Solver

Cite this Research Publication : 130. Peter, A. Krishnan, S. Diwakar, Ajay V, Nithya C.R., Ramachnadran K.I., Soman K.P., PARADIP: Anatomy of a Massively Parallel Primal Dual Interior Point Method based LP Solver at 6th International Conference of the Association of Asia-Pacific Operational Research Societies on Operations Research: Emerging Paradigms for Information Technology, held at Delhi, India on Dec 8-11, 2003.

Publisher : 6th International Conference of the Association of Asia-Pacific Operational Research Societies on Operations Research: Emerging Paradigms for Information Technology, held at Delhi, India on Dec 8-11, 2003.

Year : 2002

Proximal Support Vector Machine Classifiers-a spread sheet based implementation and applications

Cite this Research Publication : S. Diwakar, Soman K.P., “Proximal Support Vector Machine Classifiers-a spread sheet based implementation and applications” for National Symposium on mathematical methods and applications, Dec 21, 2002, at IIT-Madras.

Publisher : National Symposium on mathematical methods and applications, Dec 21, 2002, at IIT-Madras.

Year : 1995

Multi State Fault Tree Analysis Using Fuzzy Probability Vectors and Resolution Identity

Cite this Research Publication : K. B. Misra and Dr. Soman K. P., “Multi State Fault Tree Analysis Using Fuzzy Probability Vectors and Resolution Identity”, in Reliability and Safety Analyses under Fuzziness, Heidelberg, 1995.

Publisher : Reliability and Safety Analyses under Fuzziness, Physica-Verlag HD, Heidelberg

Year : 2022

A Comparative Study of Pre-trained Gene Embeddings for COVID-19 mRNA Vaccine Degradation Prediction

Cite this Research Publication : Krishna, U. V., Premjith, B., & Soman, K. P "A Comparative Study of Pre-trained Gene Embeddings for COVID-19 mRNA Vaccine Degradation Prediction" In book: Proceedings of the Seventh International Conference on Mathematics and Computing (pp.301-308), 2022

Year : 2021

Amrita_CEN_NLP@ SDP2021 Task A and B

Cite this Research Publication : Isha Indhu S, Kavya S Kumar, Lakshaya Karthikeyan, Premjith B, Soman K.P "Amrita_CEN_NLP@ SDP2021 Task A and B", Proceedings of the Second Workshop on Scholarly Document Processing (146 - 149), 2021

Year : 2020

Influence of Clutter on 5G Waveform Modulated RADAR Signals

Cite this Research Publication : V. S. Vineeth, Sundaram, G. A. Shanmug, and Dr. Soman K. P., “Influence of Clutter on 5G Waveform Modulated RADAR Signals”, AIP Conference Proceedings, vol. 2222. p. 030006, 2020.

Publisher : AIP Conference Proceedings

Year : 2019

Performance Improvement of Residual Skip Convolutional Neural Network for Myocardial Disease Classification

Cite this Research Publication : Gopika, P., Sowmya, V., Gopalakrishnan, E. A. and Soman, K. P. “Performance Improvement of Residual Skip Convolutional Neural Network for Myocardial Disease Classification”, International Conference on Intelligent Computing and Communication Technologies. January 9 – 11, 2019, Hyderabad, India.

Year : 2019

Embedding Linguistic Features in Word Embedding for Preposition Sense Disambiguation in English – Malayalam Machine Translation Context

Cite this Research Publication : Premjith B., Soman Kp, M. Anand Kumar, Jyothi Ratnam "Embedding Linguistic Features in Word Embedding for Preposition Sense Disambiguation in English-Malayalam Machine Translation Context", In book: Recent Advances in Computational Intelligence (pp.341-370), 2020

Year : 2019

Improved Epoch Extraction from Speech Signals Using Wavelet Synchrosqueezed Transform

Cite this Research Publication : Dr. Govind D., S. Priya, L., Akarsh, S., and Dr. Soman K. P., “Improved Epoch Extraction from Speech Signals Using Wavelet Synchrosqueezed Transform”, National Conference on Communications (NCC) 2019. IISc Bangalore, 2019.

Publisher : National Conference on Communications (NCC)

Year : 2018

Improved Epoch Extraction from Telehonic Speech Signals using Chebfun and zero frequency filtering

Cite this Research Publication : Dr. Soman K. P., B. Gowri, G., and Dr. Govind D., “Improved Epoch Extraction from Telehonic Speech Signals using Chebfun and zero frequency filtering”, Accepted for publication in INTERSPEECH 2018. INTERSPEECH 2018, Hyderabad, INDIA, 2018.

Publisher : Accepted for publication in INTERSPEECH 2018. INTERSPEECH 2018

Year : 2018

Real-Time Detection of Atrial Fibrillation from Short Time Single Lead ECG Traces Using Recurrent Neural Networks

Cite this Research Publication : V. G. Sujadevi, Dr. Soman K. P., and Vinayakumar, R., “Real-Time Detection of Atrial Fibrillation from Short Time Single Lead ECG Traces Using Recurrent Neural Networks”, Intelligent Systems Technologies and Applications. Springer International Publishing, Cham, pp. 212-221, 2018.

Publisher : Intelligent Systems Technologies and Applications, Springer International Publishing, Cham

Year : 2018

Vehicle detection in Aerial imagery using Eigen features

Cite this Research Publication : Sowmya, Aleena Ajay, and Dr. Soman K. P., “Vehicle detection in Aerial imagery using Eigen features”, IEEE International Conference on Communication and Signal Processing-ICCSP'17. IEEE, Adhiparasakthi Engineering College, Melmaruvathur , pp. 1620-1624, 2018.

Publisher : Adhiparasakthi Engineering College, Melmaruvathur

Year : 2018

Sparse Image Denoising using Dictionary constructed based on Least Square Solution

Cite this Research Publication : Sowmya, V. Ankarao, and Dr. Soman K. P., “Sparse Image Denoising using Dictionary constructed based on Least Square Solution”, International Conference on Wireless Communications Signal Processing and Networking (WISPNET) 2017. IEEE, SSN College of Engineering, Chennai, India, pp. 1165-1171, 2018.

Publisher : International Conference on Wireless Communications Signal Processing and Networking (WISPNET) 2017

Year : 2018

Image Dehazing Using Variational Mode Decomposition

Cite this Research Publication : Sowmya, Hima . T.Suseelan, and Dr. Soman K. P., “Image Dehazing Using Variational Mode Decomposition”, International Conference on Wireless Communications Signal Processing and Networking (WISPNET 2017). IEEE, SSN College of Engineering, Chennai, India, pp. 200-205, 2018.

Publisher : IEEE

Year : 2018

Effect of Denoising on Vectorized Convolutional Neural Network for Hyperspectral Image Classification

Cite this Research Publication : Sowmya, Deepa Merlin Dixon.K, and Dr. Soman K. P., “Effect of Denoising on Vectorized Convolutional Neural Network for Hyperspectral Image Classification”, International Conference on Nextgen Electronic Technologies: Silicon to Software (ICNETS2), Lecture Notes in Electrical Engineering, vol. 490. Springer Nature Singapore Pte Ltd. 2018, VIT University, Chennai Campus, India, pp. 305-313, 2018.

Publisher : Springer Nature Singapore

Year : 2018

Dependency of Various Color and Intensity Planes on CNN Based Image Classification

Cite this Research Publication : Dr. Govind D., Sowmya, Sachin, R., and Dr. Soman K. P., “Dependency of Various Color and Intensity Planes on CNN Based Image Classification”, Advances in Intelligent Systems and Computing, International Symposium on Signal Processing and Intelligent Recognition Systems SIRS 2017, vol. 678. Springer International Publishing AG 2018, Manipal, India, pp. 167-177, 2018.

Publisher : Springer International Publishing AG 2018

Year : 2017

Significance of contrast and structure features for an improved color image classification system

Cite this Research Publication : Sowmya, Dr. Govind D., and Dr. Soman K. P., “Significance of contrast and structure features for an improved color image classification system”, 2017 IEEE International Conference on Signal and Image Processing Applications (ICSIPA). pp. 210-215, 2017.

Publisher : 2017 IEEE International Conference on Signal and Image Processing Applications

Year : 2017

Performance Evaluation of Edge Feature Extracted using Sparse Banded Matrix Filter Applied for Face Recognition

Cite this Research Publication : Ashwini, B., Mohan, Neethu, Se, S., Sowmya, V., & Soman, K. (2017). Performance evaluation of edge feature extracted using sparse banded matrix filter applied for face recognition. In 2017 International Conference On Circuit, Power And Computing Technologies (ICCPCT) (pp. 1–5). IEEE.

Publisher : IEEE International Conference on Circuit, Power and Computing, ICCPCT-2017,

Year : 2017

Least Square Denoising in Spectral Domain for Hyperspectral Images

Cite this Research Publication : Chippy Jayaprakash, Naveen Varghese Jacob, Renu .R.K., Sowmya, and Dr. Soman K. P., “Least Square Denoising in Spectral Domain for Hyperspectral Images”, Procedia Computer Science, 7th International Conference on Advances in Computing and Communications , ICACC-2017, vol. 115. Elsevier, Rajagiri School of Engineering & Technology, Kochi, Kerala, India, pp. 399-406, 2017.

Publisher : Procedia Computer Science, 7th International Conference on Advances in Computing and Communications , ICACC-2017, Elsevier,

Year : 2017

Image Denoising based on Weighted Regularized Least Square Method

Cite this Research Publication : M .Srikanth, K.S. Gokul Krishnan, Sowmya, and Dr. Soman K. P., “Image Denoising based on Weighted Regularized Least Square Method”, IEEE International Conference on Circuit, Power and Computing, ICCPCT-2017. Baselious Mathews II College of Engineering, Kerala, pp. 19-20, 2017.

Publisher : IEEE International Conference on Circuit, Power and Computing, ICCPCT-2017.

Year : 2017

Effect of Dynamic Mode Decomposition Based Dimension Reduction Technique on Hyperspectral Image Classification

Cite this Research Publication : Sowmya, Megha .P, and Dr. Soman K. P., “Effect of Dynamic Mode Decomposition Based Dimension Reduction Technique on Hyperspectral Image Classification”, International Conference on Nextgen Electronic Technologies: Silicon to Software (ICNETS2. LNEE Springer Proceedings, VIT University, Chennai Campus, India, pp. 23-25 , 2017.

Publisher : International Conference on Nextgen Electronic Technologies: Silicon to Software

Year : 2017

Effect of Denoising on Dimensionally Reduced Sparse Hyperspectral Unmixing

Cite this Research Publication : Swarna .M, Sowmya, and Dr. Soman K. P., “Effect of Denoising on Dimensionally Reduced Sparse Hyperspectral Unmixing”, 7th International Conference on Advances in Computing and Communications , ICACC-2017, vol. 115. Elsevier, Rajagiri School of Engineering & Technology, pp. 391-398, 2017.

Publisher : 7th International Conference on Advances in Computing and Communications , ICACC-2017, Elsevier,

Year : 2017

Comparative Analysis of Sparsity based and Kernel based algorithms for Hyperspectral Image Classification

Cite this Research Publication : Vishnu Pradeep V, Reshma R, Sowmya, and Dr. Soman K. P., “Comparative Analysis of Sparsity based and Kernel based algorithms for Hyperspectral Image Classification”, IEEE International Conference on Circuit, Power and Computing, ICCPCT-2017. Baselious Mathews II College of Engineering, Kerala, pp. 19-20, 2017.

Publisher : IEEE International Conference on Circuit, Power and Computing, ICCPCT-2017. Baselious Mathews II College of Engineering,

Year : 2017

Fusion of panchromatic image with low-resolution multispectral images using Dynamic Mode Decomposition

Cite this Research Publication : Sowmya, V. Ankarao, and Dr. Soman K. P., “Fusion of panchromatic image with low-resolution multispectral images using Dynamic Mode Decomposition”, International Conference on Nextgen Electronic Technologies: Silicon to Software (ICNETS2). (LNEE Springer Proceedings), VIT University, Chennai Campus, India, pp. 23-25 , 2017.

Publisher : VIT University, Chennai Campus, India

Year : 2016

Amrita_CEN at SemEval-2016 Task Semantic Textual Similarity : Semantic Relation from Word Embeddings in Higher Dimension

Cite this Research Publication : B. Ganesh, M, Akumar, and Dr. Soman K. P., “Amrita_CEN at SemEval-2016 Task Semantic Textual Similarity : Semantic Relation from Word Embeddings in Higher Dimension”, International Workshop on Semantic Evaluation (SemEval 2016). 2016.

Publisher : International Workshop on Semantic Evaluation

Year : 2016

Performance enhancement of minimum volume-based hyperspectral unmixing algorithms by empirical wavelet transform

Cite this Research Publication : P. G. Mol, Sowmya, and Dr. Soman K. P., “Performance enhancement of minimum volume-based hyperspectral unmixing algorithms by empirical wavelet transform”, International Conference on Soft Computing Systems (ICSCS 2015), Advances in Intelligent Systems and Computing, vol. 397. AISC Springer Series, Noorul Islam Centre for Higher Education, Kumaracoil; India, pp. 251-256, 2016.

Publisher : AISC Springer Series

Year : 2016

Hyperspectral image denoising using legendre-fenchel transform for improved sparsity based classification

Cite this Research Publication : N. Haridas, Aswathy, C., Sowmya, and Dr. Soman K. P., “Hyperspectral Image Denoising Using Legendre-Fenchel Transform for Improved Sparsity Based Classification”, Advances in Intelligent Systems and Computing, International Symposium on Intelligent Systems Technologies and Applications (ISTA-15), co-located with 4th International Conference on Advances in Computing, Communications and Informatics, ICACCI 2015, vol. 384. Springer, SCMS School of Engineering, Aluva, Kochi , pp. 521–528, 2016.

Publisher : Advances in Intelligent Systems and Computing, International Symposium on Intelligent Systems Technologies and Applications (ISTA-15), co-located with 4th International Conference on Advances in Computing, Communications and Informatics, ICACCI 2015, Springer

Year : 2016

Dimensionality reduced recursive filter features for hyperspectral image classification

Cite this Research Publication : L. S. Kiran, Sowmya, and Dr. Soman K. P., “Dimensionality reduced recursive filter features for hyperspectral image classification”, Advances in Intelligent Systems and Computing, Second International Conference on Computer and Communication Technologies (IC3T -2015), vol. 380. AISC Springer Series(SCOPUS, ISI proceedings), CMR Technical Campus, Hyderabad, pp. 557-565, 2016.

Publisher : AISC Springer Series

Year : 2016

Analysis of various color space models on effective single image super resolution

Cite this Research Publication : N. John, Viswanath, A., Sowmya, and Dr. Soman K. P., “Analysis of various color space models on effective single image super resolution”, Advances in Intelligent Systems and Computing, International Symposium on Intelligent Systems Technologies and Applications (ISTA-15), co-located with 4th International Conference on Advances in Computing, Communications and Informatics, ICACCI 2015, vol. 384. Springer Verlag, Kochi, India, pp. 529-540, 2016.

Publisher : Springer Verlag

Year : 2016

Effect of Dimensionality Reduction on Sparsity Based Hyperspectral Unmixing

Cite this Research Publication : Swarna .M, Sowmya, and Dr. Soman K. P., “Effect of Dimensionality Reduction on Sparsity Based Hyperspectral Unmixing”, 8th International Conference on Soft Computing and Pattern Recognition (SoCPAR). School of Information Technology and Engineering, VIT University, Vellore, India, pp. 19-21 , 2016.

Publisher : School of Information Technology and Engineering, VIT University, Vellore

Year : 2016

l1 Trend Filter for Image Denoising

Cite this Research Publication : Sreelekshmy Selvin, S .GAjay, B.Ganga Gowri, Sowmya, and Dr. Soman K. P., “l1 Trend Filter for Image Denoising”, Procedia Computer Science, 6th International Conference on Advances in Computing and Communications , ICACC-2016, vol. 93. Elsevier, Rajagiri School of Engineering and Technology, Kochi, India, pp. 495-502, 2016.

Publisher : Procedia Computer Science, 6th International Conference on Advances in Computing and Communications

Year : 2016

Least Square Based Fast Denoising approach to Hyperspectral Imagery

Cite this Research Publication : Srivatsa .S, Sowmya, and Dr. Soman K. P., “Least Square Based Fast Denoising approach to Hyperspectral Imagery”, 4th International Conference on Advanced Computing, Networking and Informatics, ICACNI-2016, Centre for Computer Vision and Pattern Recognition, . NIT-Rourkela, pp. 22 - 24, 2016.

Publisher : 4th International Conference on Advanced Computing, Networking and Informatics, ICACNI-2016

Year : 2016

Variational Mode Feature-Based Hyperspectral Image Classification

Cite this Research Publication : N. Nechikkat, Sowmya, and Dr. Soman K. P., “Variational Mode Feature-Based Hyperspectral Image Classification”, Advances in Intelligent Systems and Computing, Second International Conference on Computer and Communication Technologies (IC3T-2015), vol. 380. Springer, CMR Technical Campus, Hyderabad , pp. 365-373, 2016.

Publisher : Advances in Intelligent Systems and Computing, Second International Conference on Computer and Communication Technologies (IC3T-2015)

Year : 2016

Empirical Wavelet Transform for Multifocus Image Fusion

Cite this Research Publication : S. Moushmi, Sowmya, and Dr. Soman K. P., “Empirical Wavelet Transform for Multifocus Image Fusion”, International Conference on Soft Computing Systems (2015), Advances in Intelligent Systems and Computing, vol. 397. AISC Springer Series, Noorul Islam Centre for Higher Education, Kumaracoil; India, pp. 257-263, 2016.

Publisher : International Conference on Soft Computing Systems (2015), Advances in Intelligent Systems and Computing, AISC Springer Series

Year : 2015

AMRITA-CEN@NEEL: identification and linking of Twitter Entities

Cite this Research Publication : H. B. Bharath Ganesh, Abinaya, N., M. Kumar, A., Vinayakumar, R., and Dr. Soman K. P., “AMRITA-CEN@NEEL: identification and linking of Twitter Entities”, Proceedings of the 5th Workshop on Making Sense of Microposts (#Microposts2015), vol. 1395. CEUR, Florence, Italy, 2015.

Publisher : Proceedings of the 5th Workshop on Making Sense of Microposts (#Microposts2015)

Year : 2015

Variance Based Offline Power Disturbance Signal Classification Using Support Vector Machine and Random Kitchen Sink

Cite this Research Publication : C Aneesh, PM Hisham, Sachin Kumar S, P Maya, KP Soman, Variance based offline Power Disturbance Signal Classification using Support Vector Machine and Random Kitchen Sink, International conference on SMART GRID Technologies, Elseiver, Vol 21, pp 163-170, 2015 (Scopus)

Publisher : Elsevier

Year : 2015

Spatial preprocessing based multinomial logistic regression for hyperspectral image classification

Cite this Research Publication : Dr. Nidhin Prabhakar T. V., Xavier G., Dr. Geetha Srikanth, and Dr. Soman K. P., “Spatial Preprocessing based Multinomial Logistic Regression for Hyperspectral Image Classification”, Procedia Computer Science, 2015.

Publisher : Elsevier

Year : 2015

Hyperspectral Image Denoising using Low Pass Sparse Banded Filter Matrix for Improved Sparsity Based Classification

Cite this Research Publication : C. Aswathy, Sowmya, and Dr. Soman K. P., “Hyperspectral Image Denoising using Low Pass Sparse Banded Filter Matrix for Improved Sparsity Based Classification”, Second International Symposium on Computer Vision and the Internet (VisionNet’15). Elsevier Procedia Computer Science Journal, SCMS School of Engineering, Aluva, Kochi, pp. 26–33, 2015.

Publisher : Elsevier Procedia Computer Science Journal, SCMS School of Engineering,

Year : 2015

Hyperspectral image denoising using legendre Fenchel Transformation for improved Multinomial Logistic Regression based classification

Cite this Research Publication : C. Aswathy, Sowmya, Gandhiraj R., and Dr. Soman K. P., “Hyperspectral image denoising using legendre Fenchel Transformation for improved Multinomial Logistic Regression based classification”, 4th IEEE International Conference on Communications and Signal Processing (ICCSP), 2015 . IEEE, Adhiparasakthi Engineering College , Melmaruvathur, pp. 1670 - 1674, 2015.

Publisher : IEEE

Year : 2015

Hyperspectral image classification using Random Kitchen Sink and Regularized Least Squares

Cite this Research Publication : N. Haridas, Sowmya, and Dr. Soman K. P., “Hyperspectral image classification using Random Kitchen Sink and Regularized Least Squares”, 4th IEEE International Conference on Communications and Signal Processing (ICCSP), 2015 . IEEE, Adhiparasakthi Engineering College , Melmaruvathur, pp. 1665 - 1669, 2015.

Publisher : , IEEE, Adhiparasakthi Engineering College

Year : 2015

Fast Fourier Transform and Nonlinear Circuits Based Approach for Smart Meter Data Security

Cite this Research Publication : J. M Babu, Sowmya, and Dr. Soman K. P., “Fast Fourier Transform and Nonlinear Circuits Based Approach for Smart Meter Data Security”, International Conference onSmart Grid Technologies (ICSGT’15). Elsevier Procedia Technology, Amrita School of Engineering, Coimbatore, pp. 287–294, 2015.

Publisher : Elsevier Procedia Technology

Year : 2015

Discrimination of Internal Fault Current and Inrush Current in a Power Transformer Using Empirical Wavelet Transform

Cite this Research Publication : P. Maya, Roopasree, K., and Dr. Soman K. P., “Discrimination of Internal Fault Current and Inrush Current in a Power Transformer Using Empirical Wavelet Transform”, Procedia Technology, Elsevier, vol. 21. pp. 514 - 519, 2015.

Publisher : Elsevier

Year : 2015

Comparative Analysis of Scattering and Random Features in Hyperspectral Image Classification

Cite this Research Publication : N. Haridas, Sowmya, and Dr. Soman K. P., “Comparative Analysis of Scattering and Random Features in Hyperspectral Image Classification”, Second International Symposium on Computer Vision and the Internet (VisionNet’15). Elsevier Procedia Computer Science Journal, SCMS School of Engineering, Aluva, Kochi, pp. 307 – 314, 2015.

Publisher : Elsevier Procedia Computer Science Journal

Year : 2015

AMRITA_CEN@FIRE-2014: Named Entity Recognition for Indian Languages Using Rich Features

Cite this Research Publication : N. Abinaya, John, N., Ganesh, B. H. B., Dr. M. Anand Kumar, and Dr. Soman K. P., “AMRITA_CEN@FIRE-2014: Named Entity Recognition for Indian Languages Using Rich Features”, in Proceedings of the Forum for Information Retrieval Evaluation, New York, NY, USA, 2015.

Publisher : Proceedings of the Forum for Information Retrieval Evaluation

Year : 2015

ADMM based algorithm for spike and smooth signal separation using over-complete dictionary

Cite this Research Publication : K. Harikumar, Athira, S., Nair, Y. C., Sowmya, and Dr. Soman K. P., “ADMM based algorithm for spike and smooth signal separation using over-complete dictionary”, 4th IEEE International Conference on Communication and Signal Processing-ICCSP'15. IEEE, Adhiparasakthi Engineering College , Melmaruvathur , pp. 1617 - 1622, 2015.

Publisher : IEEE

Year : 2014

Accelerating the performance of DES on GPU and a visualization tool in Microsoft Excel Spreadsheet

Cite this Research Publication : P. Prabha, Sikha O. K., Suchithra M., and Dr. Soman K. P., “Accelerating the performance of DES on GPU and a visualization tool in Microsoft Excel Spreadsheet”, Advances in Intelligent Systems and Computing, vol. 246, pp. 405-411, 2014.

Publisher : Advances in Intelligent Systems and Computing

Year : 2013

A Combined Crypto-steganographic Approach for Information Hiding in Audio Signals Using Sub-band Coding, Compressive Sensing and Singular Value Decomposition

Cite this Research Publication : Jyothish Lal, G., Veena, V.K., Soman, K.P., A Combined Crypto-steganographic Approach for Information Hiding in Audio Signals Using Sub-band Coding, Compressive Sensing and Singular Value Decomposition, Communications in Computer and Information Science 377 CCIS, pp. 52-62.,2013

Publisher : Springer Berlin Heidelberg

Year : 2013

A cryptographic approach to video watermarking based on compressive sensing, Arnold transform, sum of absolute deviation and SVD

Cite this Research Publication : Jyothish Lal G., Dr. Soman K. P., and V. K. Veena, “A cryptographic approach to video watermarking based on compressive sensing, arnold transform, sum of absolute deviation and SVD”, Emerging Research Areas and 2013 International Conference on Microelectronics, Communications and Renewable Energy (AICERA/ICMiCR. p. 1,5, 2013.

Publisher : Emerging Research Areas and 2013 International Conference on Microelectronics, Communications and Renewable Energy (AICERA/ICMiCR

Year : 2013

Understanding CDMA in linear algebra point of view and its simulation in Excel

Cite this Research Publication : P. Sukanya, Suchithra M., Sikha O. K., Prabha, P., and Dr. Soman K. P., “Understanding CDMA in linear algebra point of view and its simulation in Excel”, Proceedings - 2013 IEEE International Multi Conference on Automation, Computing, Control, Communication and Compressed Sensing, iMac4s 2013. Kerala, pp. 78-83, 2013.

Publisher : Proceedings - 2013 IEEE International Multi Conference on Automation, Computing, Control, Communication and Compressed Sensing, iMac4s 2013

Year : 2013

Low cost digital transceiver design for software defined radio using RTL-SDR

Cite this Research Publication : M. B. Sruthi, Abirami, M., Manikkoth, A., Gandhiraj R., and Dr. Soman K. P., “Low cost digital transceiver design for software defined radio using RTL-SDR”, Proceedings - 2013 IEEE International Multi Conference on Automation, Computing, Control, Communication and Compressed Sensing, iMac4s 2013. Kerala, pp. 852-855, 2013.

Publisher : Proceedings - 2013 IEEE International Multi Conference on Automation, Computing, Control, Communication and Compressed Sensing, iMac4s

Year : 2013

Image restoration using knowledge from the image

Cite this Research Publication : Dr. Padmavathi S., Dr. Soman K. P., and Aarthi, R., “Image restoration using knowledge from the image”, Advances in Intelligent Systems and Computing, vol. 177 AISC. Chennai, pp. 19-25, 2013.

Publisher : Advances in Intelligent Systems and Computing

Year : 2013

Exploiting GNU Radio and USRP: An economical Test Bed for Real Time Communication Systems

Cite this Research Publication : Abirami M, Dr. Soman K. P., R, G., M.B, S., and V, H., “Exploiting GNU Radio and USRP: An economical Test Bed for Real Time Communication Systems”, Proceedings of Fourth International Conference on Computing, Communications and Networking Technologies (ICCCNT). pp. 1-6, 2013.

Publisher : Proceedings of Fourth International Conference on Computing, Communications and Networking Technologies (ICCCNT)

Year : 2013

An experimental study on application of orthogonal matching pursuit algorithm for image denoising

Cite this Research Publication : Suchithra M., Sukanya, P., Prabha, P., Sikha O. K., Sowmya, and Dr. Soman K. P., “An experimental study on application of orthogonal matching pursuit algorithm for image denoising”, 2013 IEEE International Multi Conference on Automation, Computing, Control, Communication and Compressed Sensing, iMac4s 2013. IEEE, Kochi, Kerala, pp. 729-736, 2013.

Publisher : 2013 IEEE International Multi Conference on Automation, Computing, Control, Communication and Compressed Sensing, iMac4s 2013

Year : 2013

Compressive estimation of UWA channels for OFDM transmission using iterative sparse reconstruction algorithms

Cite this Research Publication : Ka Lakshmi, Muralikrishna, Pb, and Dr. Soman K. P., “Compressive estimation of UWA channels for OFDM transmission using iterative sparse reconstruction algorithms”, Proceedings - 2013 IEEE International Multi Conference on Automation, Computing, Control, Communication and Compressed Sensing, iMac4s 2013. Kerala, pp. 847-851, 2013.

Publisher : Proceedings - 2013 IEEE International Multi Conference on Automation, Computing, Control, Communication and Compressed Sensing, iMac4s 2013

Year : 2013

A comparative study of spike and smooth separation from a signal using different overcomplete dictionary

Cite this Research Publication : G. Aarthy, Amitha, P. L., Krishnan, T., Pillai, G. S., Sowmya, and Dr. Soman K. P., “A comparative study of spike and smooth separation from a signal using different overcomplete dictionary”, 2013 IEEE International Multi Conference on Automation, Computing, Control, Communication and Compressed Sensing, iMac4s 2013. IEEE, Kochi, Kerala, pp. 590-595, 2013.

Publisher : 2013 IEEE International Multi Conference on Automation, Computing, Control, Communication and Compressed Sensing, iMac4s 2013

Year : 2013

2D Image Data Approximation using Savitzky-Golay Filter – Smoothing and Differencing

Cite this Research Publication : B. G. Gowri, Hariharan, V., Thara, S., Sowmya, Kumar, S. S., and Dr. Soman K. P., “2D Image data approximation using Savitzky Golay filter - Smoothing and differencing”, 2013 IEEE International Multi Conference on Automation, Computing, Control, Communication and Compressed Sensing, iMac4s 2013. IEEE, Kochi, Kerala, pp. 365-371, 2013.

Publisher : IEEE

Year : 2012

Design of Trapezoidal Monopole Antenna with truncated ground plane for 2.5 GHz Band

Cite this Research Publication : J. Rajendran, Dr. Soman K. P., and Peter, R., “Design of Trapezoidal Monopole Antenna with truncated ground plane for 2.5 GHz Band”, International Conference on Communication Computing and Security, vol. 6. pp. 650-657, 2012.

Publisher : International Conference on Communication Computing and Security

Year : 2012

Visualization of OFDM using Microsoft Excel spreadsheet in Linear Algebra Perspective

Cite this Research Publication : R. Anand, Prabha, P., Sikha, O. K., Suchithra, M., Dr. Soman K. P., and Sowmya V., “Visualization of OFDM using Microsoft Excel spreadsheet in Linear Algebra Perspective”, International Conference on Advances in Computing and Communications, ICACC 2012. IEEE, Kochi, Kerala, pp. 58-64, 2012

Publisher : IEEE

Year : 2012

Texel identification using K-means clustering method

Cite this Research Publication : Dr. Padmavathi S., Rajalaxmi, C., and Dr. Soman K. P., “Texel identification using K-means clustering method”, Advances in Intelligent and Soft Computing, vol. 167 AISC. New Delhi, pp. 285-294, 2012.

Publisher : Advances in Intelligent and Soft Computing

Year : 2012

Spectrum sensing implementations for software defined radio in simulink

Cite this Research Publication : H. Aravind, Gandhiraj R., Dr. Soman K. P., Manikandan, M. S., and Peter, R., “Spectrum sensing implementations for software defined radio in simulink”, Procedia Engineering, vol. 30. Coimbatore, pp. 1119-1128, 2012.

Publisher : Procedia Engineering

Year : 2012

Secrecy of cryptography with compressed sensing

Cite this Research Publication : A. V. Sreedhanya and Dr. Soman K. P., “Secrecy of cryptography with compressed sensing”, Proceedings - 2012 International Conference on Advances in Computing and Communications, ICACC 2012. Cochin, pp. 207-210, 2012.

Publisher : ICACC 2012

Year : 2012

A Robust Watermarking method based on Compressed Sensing and Arnoldscrambling

Cite this Research Publication : Veena VK, Jyothish Lal G, Vishnu P, Sachin Kumar S, KP Soman, A Robust Watermarking method based on Compressed Sensing and Arnold Scrambling, International Conference on Machine Vision and Image Processing, IEEE, pp 105-108, 2012 (Scopus)

Publisher : IEEE

Year : 2012

Performance study of active contour model based character segmentation with nonlinear diffusion

Cite this Research Publication : K. Syama, George, N., Sekhar, S., Neethu, C. S., Manikandan, M. S., and Dr. Soman K. P., “Performance study of active contour model based character segmentation with nonlinear diffusion”, Proceedings - 2012 International Conference on Advances in Computing and Communications, ICACC 2012. Cochin, pp. 118-121, 2012.

Publisher : Proceedings - 2012 International Conference on Advances in Computing and Communications

Year : 2012

A New Framework to Automatically Select Noise Model for Rician Noise Estimation in MR Images

Cite this Research Publication : N. V. Varghees, Manikandan, M. S., J. Gini, R., and Dr. Soman K. P., “A New Framework to Automatically Select Noise Model for Rician Noise Estimation in MR Images”, Proceedings - 2012 International Conference on Advances in Computing and Communications, ICACC 2012. Cochin, pp. 82-85, 2012.

Publisher : ICACC 2012

Year : 2012

Low cost digital transceiver design for software defined radio using Rtl-Sdr (2012)

Cite this Research Publication : A. M., Dr. Soman K. P., R., G., M.B., S., and Akhil Manikkoth, “Low cost digitaltransceiver design for software defined radio using Rtl-Sdr (2012)”, IBM Conference (poster presentation). 2012.

Publisher : IBM Conference

Year : 2012

Image restoration using knowledge from the image (2012)

Cite this Research Publication : S. .Padmavathi, ,, and .P.Soman, K., “Image restoration using knowledge from the image (2012)”, The Second International Conference on Advances in Computing and Information Technology (ACITY 2012), AISC, vol. 2. pp. 19-25, 2012.

Publisher : AISC

Year : 2012

Image denoising solutions using heat diffusion equation

Cite this Research Publication : K. Lakshmi, Parvathy, R., Soumya, S., and Dr. Soman K. P., “Image denoising solutions using heat diffusion equation”, 2012 International Conference on Power, Signals, Controls and Computation, EPSCICON 2012. Thrissur, Kerala, 2012.

Publisher : 2012 International Conference on Power, Signals, Controls and Computation, EPSCICON 2012

Year : 2012

Design and Implementation of Parametric Biorthogonal Wavelet Filters in Open Source Mathematics Software – Sage

Cite this Research Publication : A. Nair and Soman K P, “Design and Implementation of Parametric Biorthogonal Wavelet Filters in Open Source Mathematics Software – Sage”, ICACC 2012. 2012.

Publisher : ICACC 2012

Year : 2012

Computation of continuous wavelet transform using microsoft excel spreadsheet

Cite this Research Publication : P. Prabha, Sikha O. K., Suchithra M., Sukanya, P., Sowmya, and Dr. Soman K. P., “Computation of continuous wavelet transform using microsoft excel spreadsheet”, Proceedings - 2012 International Conference on Advances in Computing and Communications, ICACC 2012. IEEE, Kochi, Kerala, pp. 73-77, 2012.

Publisher : IEEE

Year : 2012

Comparative study of recent compressed sensing methodologies in astronomical images

Cite this Research Publication : Nidhin PTV, Hemanth VK, Sachin Kumar S, KP Soman, Arun S, Comparative Study of Recent Compressed Sensing Methodologies in Astronomical Images, Eco-friendly Computing and Communication Systems Communication in Computer and Information Science (Springer), Vol 305, pp 108-116, 2012 (Scopus)

Publisher : Communications in Computer and Information Science

Year : 2012

Clause boundary identification for Tamil language using dependency parsing (2012) Lecture Notes of the Institute for Computer Sciences

Cite this Research Publication : R. Dhivya, Soman, K. P., M. Kumar, A., and Dhanalakshmi, V., “Clause boundary identification for Tamil language using dependency parsing (2012) Lecture Notes of the Institute for Computer Sciences”, Social-Informatics and Telecommunications Engineering, 62 LNICST. pp. 195-197, 2012.

Publisher : Social-Informatics and Telecommunications Engineering, 62 LNICST

Year : 2012

Analog and digital modulation toolkit for software defined radio

Cite this Research Publication : Gandhiraj R., Ram, R., and Dr. Soman K. P., “Analog and digital modulation toolkit for software defined radio”, Procedia Engineering, vol. 30. Coimbatore, pp. 1155-1162, 2012.

Publisher : Procedia Engineering

Year : 2011

Tamil To Hindi Machine Transliteration Using Support Vector Machines

Cite this Research Publication : S. Keerthana, Dhanalakshmi, V., M. Kumar, A., and Dr. Soman K. P., “Tamil To Hindi Machine Transliteration Using Support Vector Machines”, International Joint Conference on Advances in Signal Processing and Information Technology – SPIT.2011. The Proceedings will be published by Springer and it will be available in the Springer Digital Library , DUBAI, 2011.

Publisher : Springer Digital Library

Year : 2011

An effective pre-processing algorithm for detecting noisy spectral bands in hyperspectral imagery

Cite this Research Publication : B. D Bhushan, Sowmya V., M Manikandan, S., and Dr. Soman K. P., “An Effective Pre-processing Algorithm for Detecting Noisy Spectral Bands in Hyperspectral Imagery”, International Symposium on Ocean Electronics, SYMPOL 2011. IEEE, Kochi, pp. 34 - 39, 2011.

Publisher : IEEE

Year : 2010

Super resolution blind reconstruction of low resolution images using framelets based fusion

Cite this Research Publication : B. D. Bhushan, Sowmya, and Dr. Soman K. P., “Super resolution blind reconstruction of low resolution images using framelets based fusion”, International Conference on Recent Trends in Information, Telecommunication, and Computing ITC 2010. IEEE, Kochi, Kerala, pp. 100-104, 2010.

Publisher : IEEE

Year : 2010

A study of reconstruction algorithms in computerized tomographic images

Cite this Research Publication : T. Arathi, Dr. Latha Parameswaran, and Dr. Soman K. P., “A study of reconstruction algorithms in computerized tomographic images”, Proceedings of the 1st Amrita ACM-W Celebration of Women in Computing in India, A2CWiC'10. ACM New York, NY, USA , Coimbatore, 2010.

Publisher : ACM New York, NY, USA

Year : 2010

Statistical method for English to Kannada transliteration

Cite this Research Publication : P. J. Antony, Ajith, V. P., and Dr. Soman K. P., “Statistical method for English to Kannada transliteration”, International Conference on Recent Trends in Business Administration and Information Processing, BAIP 2010. Springer, Trivandrum, Kerala, India, pp. 356–362, 2010.

Publisher : Springer

Year : 2009

Evaluation of SVD and NMF Methods for Latent Semantic Analysis

Cite this Research Publication : R. Peter and Dr. Soman K. P., “Evaluation of SVD and NMF Methods for Latent Semantic Analysis”, International Journal of Recent Trends in Engineering , vol. 1. p. 308, 2009.

Publisher : International Journal of Recent Trends in Engineering

Year : 2009

Amrita Morph Analyzer and Generator for Tamil: A Rule based Approach

Cite this Research Publication : Dr. Soman K. P., Menon, A. G., Saravanan, S., and Loganathan, R., “Amrita Morph Analyzer and Generator for Tamil: A Rule based Approach”, Proceedings of Tamil Internet Conference. pp. 239-243, 2009.

Publisher : Proceedings of Tamil Internet Conference

Year : 2009

POS Tagger and Chunker for Tamil Language

Cite this Research Publication : D. V., M Kumar, A., Soman K. P., and S., R., “POS Tagger and Chunker for Tamil Language”, Proceedings of the 8th Tamil Internet Conference. Cologne, Germany, 2009.

Publisher : Proceedings of the 8th Tamil Internet Conference

Year : 2009

A Novel Approach for Tamil Morphological Analyzer

Cite this Research Publication : A. M Kumar, Dhanalakshmi, V., Dr. Soman K. P., and Rajendran, S., “A Novel Approach for Tamil Morphological Analyzer”, Proceedings of the 8th Tamil Internet Conference . Koeln, Germany, 2009.

Publisher : Proceedings of the 8th Tamil Internet Conference

Year : 2009

Chunker for Tamil using Machine Learning

Cite this Research Publication : D. V., P., P., M Kumar, A., Soman K. P., and S., R., “Chunker for Tamil using Machine Learning”, 7th International Conference on Natural Language Processing 2009 ( ICON 2009). IIIT Hyderabad, India, 2009.

Publisher : ICON 2009

Year : 2008

Video annotation using saliency

Cite this Research Publication : Ja Amudha, Dr. Soman K. P., and Vasanth, Kc, “Video annotation using saliency”, Proceedings of the 2008 International Conference on Image Processing, Computer Vision, and Pattern Recognition, IPCV 2008. Las Vegas, NV, pp. 191-195, 2008.

Publisher : Computer Vision, and Pattern Recognition

Year : 2003

Efficient classification and analysis of Ischemic Heart Disease using Proximal Support Vector Machines based Decision Trees

Cite this Research Publication : S. Diwakar, Mohandas P., Soman K.P., Efficient classification and analysis of Ischemic Heart Disease using Proximal Support Vector Machines based Decision Trees published by IEEE press as proceedings of IEEE Tencon 2003, held at Bangalore, India on Oct 15-17, 2003.

Publisher : IEEE Tencon

Year :

Amrita_CEN at SemEval-2022 Task 4: Oversampling-based Machine Learning Approach for Detecting Patronizing and Condescending Language

Cite this Research Publication : George, Bichu and Adarsh, S and Prajapati, Nishitkumar and Premjith, B and Kp, Soman "Amrita_CEN at SemEval-2022 Task 4: Oversampling-based Machine Learning Approach for Detecting Patronizing and Condescending Language", Proceedings of the 16th International Workshop on Semantic Evaluation (SemEval-2022)

Year : 2020

Amrita_CEN_NLP@ WOSP 3C Citation Context Classification Task

Cite this Research Publication : K. Sreelakshmi, Premjith B, Soman Kp "Detection of Hate Speech Text in Hindi-English Code-mixed Data", Procedia Computer Science 171:737-744, 2020

Year : 2020

A Compendium on Network and Host based Intrusion Detection Systems

Cite this Research Publication : R. Vigneswaran, Poornachandran, P., and Dr. Soman K. P., “A Compendium on Network and Host based Intrusion Detection Systems”, in Lecture Notes in Electrical Engineering, 2020.

Publisher : Lecture Notes in Electrical Engineering

Year : 2013

Tamil Verb Conjugation Using Data Driven Approach

Cite this Research Publication : V. Dhanalakshmi, M. Kumar, A., and Soman, K. P., “Tamil Verb Conjugation Using Data Driven Approach”. 2013.

Publisher : Tamil Verb Conjugation Using Data Driven Approach

Year : 2013

Morphology based prototype statistical machine translation system for English to Tamil language

Cite this Research Publication : A. M. Kumar and Dr. Soman K. P., “Morphology based prototype statistical machine translation system for English to Tamil language”. 2013.

Publisher : Morphology based prototype statistical machine translation system for English to Tamil language

Year : 2018

RNNSecureNet: Recurrent neural networks for Cybersecurity use-cases

Cite this Research Publication : M. Babu R, R, V., and Dr. Soman K. P., RNNSecureNet: Recurrent neural networks for Cybersecurity use-cases. 2018.

Year : 2018

Deep-Net: Deep Neural Network for Cyber Security Use Cases

Cite this Research Publication : V. R, Hb, B. Ganesh, Poornachandran, P., Kumar, M., and Dr. Soman K. P., Deep-Net: Deep Neural Network for Cyber Security Use Cases. 2018.

Year : 2012

Digital Signal and Image Processing-The Sparse Way

Cite this Research Publication : K. P. Soman and Dr. Ramanathan R., Digital Signal and Image Processing-The Sparse Way, 1stEditionst ed. Elsevier India, 2012, p. 480.

Publisher : Elsevier

Year : 2010

Insight into wavelets: From theory to practice

Cite this Research Publication : Dr. Soman K. P. and Dr. K. I. Ramachandran, Insight into wavelets: From theory to practice. PHI Learning Pvt. Ltd., 2010.

Publisher : PHI Learning Pvt. Ltd

Year : 2009

Machine Learning with SVM and other Kernel methods

Cite this Research Publication : Dr. Soman K. P., Loganathan, R., and Ajay, V., Machine Learning with SVM and other Kernel methods. PHI Learning Pvt. Ltd., 2009.

Publisher : PHI Learning Pvt. Ltd.

Year : 2006

Insight into Data Mining: Theory And Practice

Cite this Research Publication : Dr. Soman K. P., Dr. Shyam Diwakar, and Ajay, V., DATA MINING: THEORY AND PRACTICE . PHI Learning Pvt. Ltd., 2006.

Publisher : PHI Learning Pvt. Ltd