Back close
Admissions
Dr-Deepa-Gupta_faculty_amrita_university_Bengaluru_campus.jpg

Dr. Deepa Gupta

Professor, School of Computing, Bengaluru

Qualification: BA, MSc, Ph.D
g_deepa@blr.amrita.edu
Dr. Deepa Gupta's Google Scholar Profile
Research Interest: Data Mining, Information Retrieval, Machine Learning, Natural Language Processing, Statistical Analysis, Text Analytics

Bio Publications Qualification Funded Research Project Invited Talk/ Guest Lecture Research Scholars Student Guidance
Bio

Dr. Deepa Gupta is a Professor and Research Head of Amrita School of Computing, Bengaluru Campus, India. She joined Amrita University, Bangalore, in 2009 and has been heading the Human Language Technology lab on campus since 2015. Since then, she has guided Ph.D. and graduate/postgraduate students. She received Ph.D. in Natural Language Processing in Example-Based Machine Translation from the Department of Mathematics & Computer Application at the Indian Institute of Technology Delhi in 2005. She worked as a Postdoc researcher at FBKIRST (Centre for Scientific and Technological Research), Trento, Italy, for two years on the EU-funded TC-Star project. She has also worked as Asst. Professor, IIIT-Bangalore, before joining Amrita. A total of six Ph.D. are awarded under her guidance. She had completed three government-funded projects and a couple of company consultancy projects. Her research interests are text analytics, clinical data mining, speech processing, and other areas in natural language processing. Her research has been published in international journals like IEEE Access, Information Processing and Management, Knowledge-Based Systems, Expert Systems with Applications, and many more, along with several peer-reviewed international conferences.

Publications

Journal Article

Year : 2023

Dementia Speech Dataset Creation and Analysis in Indic Languages—A Pilot Study

Cite this Research Publication : Susmitha Vekkot, Nagulapati Naga Venkata Sai Prakash, Thirupati Sai Eswar Reddy, Satwik Reddy Sripathi, S. Lalitha, Deepa Gupta, Mohammed Zakariah, and Yousef Ajami Alotaibi published a paper titled, “Dementia Speech Dataset Creation and Analysis in Indic Languages—A Pilot Study”, in IEEE Access with Impact Factor 3.9 on 20th November 2023

Publisher : IEEE

Year : 2023

AGRONER: An Unsupervised Agriculture Named Entity Recognition using Weighted Distributional Semantic Model

Cite this Research Publication : VeenaG,VaniKanjirangat,DeepaGupta(2023)“AGRONER: An Unsupervised Agriculture Named Entity Recognition using Weighted Distributional Semantic Model”, Published in Expert Systems with Applications (IF 8.665). page120440. ISSN0957- 4174

Year : 2022

A reinforced active learning approach for optimal sampling in aspect term extraction for sentiment analysis

Cite this Research Publication : Manju Venugopalan, Gupta Deepa, A reinforced active learning approach for optimal sampling in aspect term extraction for sentiment analysis, Expert Systems with Applications,Volume 209,2022,118228,(IF: 8.665)

Publisher : Expert Systems with Applications

Year : 2022

An enhanced guided LDA model augmented with BERT based semantic strength for aspect term extraction in sentiment analysis

Cite this Research Publication : Manju Venugopalan and Gupta Deepa, an enhanced guided LDA model augmented with BERT based semantic strength for aspect term extraction in sentiment analysis, Knowledge-Based Systems (2022)

Publisher : Knowledge-Based Systems

Year : 2022

Fusion of spectral and prosody modelling for multilingual speech emotion conversion

Cite this Research Publication : Susmitha Vekkot, Deepa Gupta, "Fusion of spectral and prosody modelling for multilingual speech emotion conversion", Knowledge-Based Systems, Volume 242, 108360, ISSN 0950-7051, 2022.

Publisher : Elsevier

Year : 2021

Colon cancer prediction using 2DReCA segmentation and hybrid features on histopathology images

Cite this Research Publication : Babu, T., Singh, T., Gupta, Deepa. (2021), “Colon cancer prediction using 2DReCA segmentation and hybrid features on histopathology images”, (2021), IET Image Processing, Vol 14, Issue 16, 2021, (IF: 2.373)

Publisher : IET Image Processing

Year : 2021

Simple Speech Production System Based on Formant Estimation of A Tongue Articulatory System Using Human Tongue Orientation

Cite this Research Publication : Padmini, P., Gupta, Deepa., Zakariah, M., Alotaibi, Y.A., Bhowmick, K. A., (2021), “Simple Speech Production System Based on Formant Estimation of A Tongue Articulatory System Using Human Tongue Orientation”, IEEE Access, Vol 9, 4688-4710, 2021, (IF: 3.367)

Publisher : IEEE Access

Year : 2021

Robust Magnification Independent Colon Biopsy Grading System over Multiple Data Sources

Cite this Research Publication : Babu, T., Gupta, Deepa., Singh, T., Hameed, Shahin Zakariah, M., Alotaibi, Y.A., (2021), “Robust magnification independent colon biopsy grading system over multiple data sources”, Computers, Materials and Continua, Vol 69, Issue 1, 99-128, 2021, (IF: 3.772)

Publisher : Computers, Materials and Continua

Year : 2021

A Rule Based Approach For Aspect Extraction In Hindi Reviews

Cite this Research Publication : Ojha, Chinmayee; Manju Venugopalan, Gupta, Deepa, (2021), “A Rule Based Approach For Aspect Extraction In Hindi Reviews”, Journal of intelligent and fuzzy-systems, 1-9, 2021, (IF: 1.851)

Publisher : Journal of intelligent and fuzzy-systems

Year : 2021

Convolution-Based Encoding of Depth Images for Transfer Learning in RGB-D Scene Classification

Cite this Research Publication : Gopalapillai R, Gupta Deepa, Zakariah M, Alotaibi Y A., (2021), “Convolution-Based Encoding of Depth Images for Transfer Learning in RGB-D Scene Classification”, Sensors, MDPI, 21(23):7950, 2021, (IF: 3.576)

Publisher : Sensors, MDPI

Year : 2021

Colon cancer prediction on histological images using deep learning features and Bayesian optimized SVM

Cite this Research Publication : Babu, Tina, Singh, Tripty, Gupta, Deepa, Hameed, Shahin, "Colon cancer prediction on histological images using deep learning features and Bayesian optimized SVM," Journal of Intelligent & Fuzzy Systems, vol. 41, no. 5, pp. 5275-5286, 2021. DOI: 10.3233/JIFS-189850

Publisher : Journal of Intelligent and Fuzzy-systems

Year : 2021

Mental Illness Disorder Diagnosis Using Emotion Variation Detection from Continuous English Speech

Cite this Research Publication : Lalitha, S., Gupta, D., Zakariah, M., & Alotaibi, Y. A. (2021). Mental Illness Disorder Diagnosis Using Emotion Variation Detection from Continuous English Speech. CMC-COMPUTERS MATERIALS & CONTINUA, 69(3), 3217-3238.

Publisher : CMC-COMPUTERS MATERIALS & CONTINUA

Year : 2021

Investigation of automatic mixed-lingual affective state recognition system for diverse Indian languages

Cite this Research Publication : Lalitha, S., & Gupta, D. (2021). Investigation of automatic mixed-lingual affective state recognition system for diverse Indian languages. Journal of Intelligent & Fuzzy Systems, (Preprint), 1-10.

Publisher : Journal of Intelligent & Fuzzy Systems

Year : 2020

Automated genre-based multi-domain sentiment lexicon adaptation using unlabeled data

Cite this Research Publication : Swati Sanagar and Deepa Gupta., (2020), “Automated genre-based multi-domain sentiment lexicon adaptation using unlabeled data”; Journal of Intelligent and Fuzzy Systems, vol. 38, no. 5, pp. 6223-6234, 2020, (IF: 1.851)

Publisher : Journal of Intelligent and Fuzzy Systems

Year : 2020

Unsupervised Genre-Based Multidomain Sentiment Lexicon Learning Using Corpus-Generated Polarity Seed Words

Cite this Research Publication : S. Sanagar and D. Gupta, (2020), "Unsupervised Genre-Based Multidomain Sentiment Lexicon Learning Using Corpus-Generated Polarity Seed Words”, IEEE Access, vol. 8, pp. 118050-118071, 2020, (IF: 3.745)

Publisher : IEEE Access

Year : 2020

Emotional Voice Conversion Using a Hybrid Framework With Speaker-Adaptive DNN and Particle-Swarm-Optimized Neural Network

Cite this Research Publication : S. Vekkot, D. Gupta, M. Zakariah and Y. A. Alotaibi, "Emotional Voice Conversion Using a Hybrid Framework With Speaker-Adaptive DNN and Particle-Swarm-Optimized Neural Network," in IEEE Access, vol. 8, pp. 74627-74647, 2020, doi: 10.1109/ACCESS.2020.2988781.

Publisher : IEEE Access

Year : 2020

Speaker-independent Expressive Voice Synthesis using Learning-based Hybrid Network Model

Cite this Research Publication : Susmitha Vekkot and Gupta, D., “Speaker-independent Expressive Voice Synthesis using Learning-based Hybrid Network Model”, International Journal of Speech Technology, pp. 1-17, 2020.

Publisher : International Journal of Speech Technology

Year : 2019

Prosodic Transformation in Vocal Emotion Conversion for Multi-lingual Scenarios: A Pilot Study

Cite this Research Publication : Susmitha Vekkot and Gupta, D., “Prosodic Transformation in Vocal Emotion Conversion for Multi-lingual Scenarios: A Pilot Study”, . International Journal of Speech Technology, vol. 22, no. 3, pp. 533-549, 2019.

Publisher : International Journal of Speech Technology

Year : 2019

Hybrid Framework for Speaker-Independent Emotion Conversion Using i-Vector PLDA and Neural Network

Cite this Research Publication : Susmitha Vekkot, Gupta, D., Zakariah, M., and Alotaibi, Y. Ajami, “Hybrid Framework for Speaker-Independent Emotion Conversion Using i-Vector PLDA and Neural Network”, IEEE Access, vol. 7, pp. 81883-81902, 2019.

Publisher : IEEE Access

Year : 2018

Time series analysis of air pollution in bengaluru using ARIMA model

Cite this Research Publication : A. M.S.K., Dr. Amrita Thakur, Dr. Deepa Gupta, and B. Sreevidya, “Time series analysis of air pollution in bengaluru using ARIMA model”, Advances in Intelligent Systems and Computing, vol. 696, pp. 413-426, 2018.

Publisher : Advances in Intelligent Systems and Computing

Year : 2018

Named entity recognition in text documents using a modified conditional random field

Cite this Research Publication : G. Veena, Dr. Deepa Gupta, Lakshmi S, and Jacob, J. T., “Named entity recognition in text documents using a modified conditional random field”, Advances in Intelligent Systems and Computing, vol. 709, pp. 31-41, 2018.

Publisher : Advances in Intelligent Systems and Computing

Year : 2018

An Extended Model for Semantic Role Labeling Using Word Sense Disambiguation and Dependency Parsing

Cite this Research Publication : G. Veena, Pillai, L. R., and Dr. Deepa Gupta, “An Extended Model for Semantic Role Labeling Using Word Sense Disambiguation and Dependency Parsing”, Journal of Engineering and Applied Sciences, vol. 12, 2018.

Publisher : Journal of Engineering and Applied Sciences

Year : 2018

Enhanced speech emotion detection using deep neural networks

Cite this Research Publication : S. Lalitha, Tripathi, S., and Gupta, D., “Enhanced speech emotion detection using deep neural networks”, International Journal of Speech Technology, 2018.

Publisher : International Journal of Speech Technology

Year : 2017

Detection of idea plagiarism using syntax–Semantic concept extractions with genetic algorithm

Cite this Research Publication : V. V and Dr. Deepa Gupta, “Detection of idea plagiarism using syntax–Semantic concept extractions with genetic algorithm”, Expert Systems with Applications, vol. 73, pp. 11-26, 2017.

Publisher : Expert Systems with Applications

Year : 2016

Roadmap for polarity lexicon learning and resources: A survey

Cite this Research Publication : Sa Sanagar and Gupta, Db, “Roadmap for polarity lexicon learning and resources: A survey”, Advances in Intelligent Systems and Computing, vol. 530, pp. 647-663, 2016.

Publisher : Advances in Intelligent Systems and Computing

Year : 2016

A plagiarized source retrieval system developed using efficient download filtering and POS tagged query formulation with effective paragraph based chunking

Cite this Research Publication : NaRiya Ravi and Dr. Deepa Gupta, “A plagiarized source retrieval system developed using efficient download filtering and POS tagged query formulation with effective paragraph based chunking”, International Journal of Artificial Intelligence, vol. 14, pp. 145-160, 2016.

Publisher : International Journal of Artificial Intelligence, CESER Publications

Year : 2016

Plagiarism detection in text documents using sentence bounded stop word n-grams

Cite this Research Publication : D. Gupta, Vani, K., and Leema, L. M., “Plagiarism detection in text documents using sentence bounded stop word n-grams”, Journal of Engineering Science and Technology, vol. 11, pp. 1403-1420, 2016.

Publisher : Journal of Engineering Science and Technology, Taylor's University.

Year : 2016

Exploration of Corpus Augmentation Approach for English-Hindi Bidirectional Statistical Machine Translation System

Cite this Research Publication : K. Jaya and Dr. Deepa Gupta, “Exploration of Corpus Augmentation Approach for English-Hindi Bidirectional Statistical Machine Translation System”, International Journal of Electrical and Computer Engineering, vol. 6, p. 1059, 2016.

Publisher : International Journal of Electrical and Computer Engineering, IAES Institute of Advanced Engineering and Science.

Year : 2015

Unsupervised Shallow Morph-Analyzer for Malayalam Using Recursive Clustering Based Approach

Cite this Research Publication : T. Aswathi and Dr. Deepa Gupta, “Unsupervised Shallow Morph-Analyzer for Malayalam Using Recursive Clustering Based Approach”, International Journal of Applied Engineering Research, vol. 9, no. 23, pp. 21197–21215, 2015.

Publisher : International Journal of Applied Engineering Research

Year : 2015

Investigating Bidirectional Divergence In Lexical-Semantic Class For English-Hindi-Dravidian Translations

Cite this Research Publication : Dr. Deepa Gupta, Aswathi, T., and Yadav, RcKumar, “Investigating Bidirectional Divergence In Lexical-Semantic Class For English-Hindi-Dravidian Translations”, International Journal of Applied Engineering Research, vol. 10, pp. 8851-8884, 2015.

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

Year : 2015

Fine grained sentiment classification of customer reviews using computational intelligent technique

Cite this Research Publication : Ca Priyanka and Dr. Deepa Gupta, “Fine grained sentiment classification of customer reviews using computational intelligent technique”, International Journal of Engineering and Technology, vol. 7, pp. 1453-1468, 2015.

Publisher : International Journal of Engineering and Technology, Engg Journals Publications

Year : 2015

Exploration of Machine Learning Techniques for Cardiovascular Disease

Cite this Research Publication : D. Vinitha, Dr. Deepa Gupta, and Khare, S., “Exploration of Machine Learning Techniques for Cardiovascular Disease”, Applied Medical Informatics, vol. 36, pp. 23–32, 2015.

Publisher : Applied Medical Informatics

Year : 2015

An Enhanced Polarity Lexicon by Learning-based Method Using Related Domain Knowledge

Cite this Research Publication : Manju Venugopalan and Dr. Deepa Gupta, “An Enhanced Polarity Lexicon by Learning-based Method Using Related Domain Knowledge”, International Journal of Information Processing and Management, vol. 6, no. 2, pp. 61–72, 2015.

Publisher : International Journal of Information Processing and Management

Year : 2015

Efficient Paragraph based Chunking and Download Filtering for Plagiarism Source Retrieval

Cite this Research Publication : R. N Ravi and Dr. Deepa Gupta, “Efficient Paragraph based Chunking and Download Filtering for Plagiarism Source Retrieval”, 2015.

Publisher : (2015)

Year : 2015

An Effective Performance Analysis of Machine Learning Techniques for Cardiovascular Disease

Cite this Research Publication : V. Dominic, Dr. Deepa Gupta, and Khare, S., “An Effective Performance Analysis of Machine Learning Techniques for Cardiovascular Disease”, Applied Medical Informatics, vol. 36, p. 23, 2015.

Publisher : Applied Medical Informatics, SRIMA Publishing House

Year : 2015

2015 Eighth International Conference on Contemporary Computing (IC3)

Cite this Research Publication : T. Ramesh, Nanjangud, N., Kothapalli, K., Dr. Deepa Gupta, Chaudhary, F. Sanjay, Univetsity, A., and Sushil K Prasad, “2015 Eighth International Conference on Contemporary Computing (IC3)”, 2015.

Publisher : (2015)

Year : 2014

Using Natural Language Processing Techniques and Fuzzy-Semantic Similarity for Automatic External Plagiarism Detection

Cite this Research Publication : Dr. Deepa Gupta, .Vani, k, and Singh.Charan Kamal, “Using Natural Language Processing Techniques and Fuzzy-Semantic Similarity for Automatic External Plagiarism Detection”, Third International Conference on Advances in Computing, Communications and Informatics (ICACCI-2014), pp. 2694–2699, 2014.

Publisher : Third International Conference on Advances in Computing, Communications and Informatics (ICACCI-2014)

Year : 2014

Unsupervised Shallow Morph-Analyzer for Malayalam Using Recursive Based Approach.

Cite this Research Publication : Dr. Deepa Gupta and Aswathi, T., “Unsupervised Shallow Morph-Analyzer for Malayalam Using Recursive Based Approach.”, International Journal of Applied Engineering Research, vol. 9, 2014.

Publisher : International Journal of Applied Engineering Research

Year : 2013

Study of SPI framework for CMMI continuous model based on QFD

Cite this Research Publication : C. A. O. Yonghui, Liyun, X., Zhiyi, F., Hongyu, S., ZHONG, S. H. A. N. G. Q. I. N., Dr. Deepa Gupta, NAIR, L. E. E. M. A. M. A. D. H. U., Duraisamy, G., Atan, R., Naeimizaghiani, M., and , “Study of SPI framework for CMMI continuous model based on QFD”, Journal of Theoretical and Applied Information Technology, vol. 52, 2013.

Publisher : Journal of Theoretical and Applied Information Technology

Year : 2013

Improving OCR by effective pre-processing and segmentation for Devanagiri script:A quantified study

Cite this Research Publication : Dr. Deepa Gupta and Nair, LbMadhu, “Improving OCR by effective pre-processing and segmentation for Devanagiri script:A quantified study”, Journal of Theoretical and Applied Information Technology, vol. 52, pp. 142-153, 2013.

Publisher : Journal of Theoretical and Applied Information Technology

Year : 2012

Improving unsupervised stemming by using partial lemmatization coupled with data-based heuristics for Hindi

Cite this Research Publication : Dr. Deepa Gupta, Yadav, R. Kumar, and Sajan, N., “Improving unsupervised stemming by using partial lemmatization coupled with data-based heuristics for Hindi”, International Journal of Computer Applications, vol. 38, pp. 1–8, 2012.


Publisher : International Journal of Computer Applications

Year : 2009

Will Sentences Have Divergence Upon Translation?: A Corpus-Evidence Based Solution for Example Based Approach

Cite this Research Publication : Dr. Deepa Gupta, “Will Sentences Have Divergence Upon Translation?: A Corpus-Evidence Based Solution for Example Based Approach”, Language in India, vol. 9, no. 10, pp. 1930–2940, 2009.


Publisher : Language in India

Year : 2007

POS-based reordering models for statistical machine translation

Cite this Research Publication : Dr. Deepa Gupta, Cettolo, M., and Federico, M., “POS-based reordering models for statistical machine translation”, Proceedings of the Machine Translation Summit (MT-Summit), 2007.

Publisher : Proceedings of the Machine Translation Summit (MT-Summit)

Year : 2005

Contributions to english to hindi machine translation using example-based approach

Cite this Research Publication : Dr. Deepa Gupta, “Contributions to english to hindi machine translation using example-based approach”, Unpublished Ph. D. Thesis submitted at Indian Institute of Technology, Delhi, 2005.

Publisher : Unpublished Ph. D. Thesis submitted at Indian Institute of Technology, Delhi, Citeseer

Year : 2003

A Morpho-Syntax Based Adaptation and Retrieval Scheme for English to Hindi Example Based Machine Translation

Cite this Research Publication : Dr. Deepa Gupta and Chatterjee, N., “A Morpho-Syntax Based Adaptation and Retrieval Scheme for English to Hindi Example Based Machine Translation”, EACL 2003, 2003.

Publisher : EACL 2003

Year : 2003

Identification of divergence for English to Hindi EBMT

Cite this Research Publication : Dr. Deepa Gupta and Chatterjee, N., “Identification of divergence for English to Hindi EBMT”, Proceeding of MT Summit-IX, pp. 141–148, 2003.

Publisher : Proceeding of MT Summit-IX

Year : 2003

Divergence in English to Hindi Translation: Some Studies

Cite this Research Publication : N. Chatterjee and Dr. Deepa Gupta, “Divergence in English to Hindi Translation: Some Studies”, International Journal of Translation, vol. 15, pp. 5–24, 2003.

Publisher : International Journal of Translation

Year : 2001

Study of divergence for example based English-Hindi machine translation

Cite this Research Publication : Dr. Deepa Gupta and Chatterjee, N., “Study of divergence for example based English-Hindi machine translation”, STRANS-2001, IIT Kanpur, pp. 43–51, 2001.

Publisher : STRANS-2001, IIT Kanpur

Conference Paper

Year : 2021

A Survey of Text Mining Approaches, Techniques, and Tools on Discharge Summaries

Cite this Research Publication : Priyanka Vivek, Gupta, D., and Devi, B. Indira, “A Survey of Text Mining Approaches, Techniques, and Tools on Discharge Summaries”, in Advances in Computational Intelligence and Communication Technology, Singapore, 2021.

Publisher : Advances in Computational Intelligence and Communication Technology, Springer Singapore

Year : 2021

Extraction of Relation Between Attributes and Class in Breast Cancer Data Using Rule Mining Techniques

Cite this Research Publication : K. Mohan, Priyanka Vivek, Gupta, D., Nayar, R. C., and Ram, A., “Extraction of Relation Between Attributes and Class in Breast Cancer Data Using Rule Mining Techniques”, in Progress in Advanced Computing and Intelligent Engineering, Singapore, 2021.

Publisher : Progress in Advanced Computing and Intelligent Engineering, Springer Singapore

Year : 2019

Analysis of Tuberculosis disease using Association Rule Mining

Cite this Research Publication : A. Mohapatra, Khare, S., and Dr. Deepa Gupta, “Analysis of Tuberculosis disease using Association Rule Mining”, in International Conference on "Artificial Intelligence and Data Engineering(AIDE 2019), 2019.

Publisher : International Conference on Artificial Intelligence and Data Engineering(AIDE 2019)"

Year : 2018

An Encapsulation of Vital Non-Linear Frequency Features for Speech Applications

Cite this Research Publication : S. Lalitha and Dr. Deepa Gupta, “An Encapsulation of Vital Non-Linear Frequency Features for Speech Applications”, in International Conference on Intelligent Computing (ICIC) 2018, Amrita School of Engineering, Bengaluru, 2018.

Publisher : International Conference on Intelligent Computing (ICIC) 2018

Year : 2018

Comparison of different acoustic Models for Kannada Language using Kaldi Toolkit

Cite this Research Publication : Srilasya, Sahana T., Vinay S., K. Jeeva Priya, and Dr. Deepa Gupta, “Comparison of different acoustic Models for Kannada Language using Kaldi Toolkit”, in 7th IEEE International conference on Advances in Computing, Communications and Informatics (ICACCI), PES Institute of Technology, Bengaluru, South campus, India, 2018.

Publisher : 7th IEEE International conference on Advances in Computing, Communications and Informatics (ICACCI)

Year : 2018

Affective state recognition using audio cues

Cite this Research Publication : M. P Krishna, R Reddy, P., Narayanan, V., Lalitha, S., and Dr. Deepa Gupta, “Affective state recognition using audio cues”, in International Symposium on Intelligent Systems Technologies and Applications (ISTA 2018), PES Institute of Technology, Bengaluru, South Campus, India, 2018.

Publisher : International Symposium on Intelligent Systems Technologies and Applications (ISTA 2018)

Year : 2018

Analysis of Digit Recognition in Kannada Using Kaldi Toolkit

Cite this Research Publication : M. Sundar Kar K., K. Jeeva Priya, and Dr. Deepa Gupta, “Analysis of Digit Recognition in Kannada Using Kaldi Toolkit”, in Third International Conference on Emerging Research in Electronics, Computer Science & Technology (ICERECT 2018), PES College of Engineering, Mandya, 2018.

Publisher : Third International Conference on Emerging Research in Electronics, Computer Science & Technology (ICERECT 2018)

Year : 2017

A learning method for coreference resolution using semantic role labeling features

Cite this Research Publication : G. Veena, Dr. Deepa Gupta, Daniel, A. N., and Roshny, S., “A learning method for coreference resolution using semantic role labeling features”, 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

Langtool: Identification of Indian Language for short Text

Cite this Research Publication : S. Bhaskaran, Paul, G., Dr. Deepa Gupta, and Amudha, J., “Langtool: Identification of Indian Language for short Text”, in 9th International Conference on Advanced Computing (ICoAC 2017), MIT, Chennai , 2017.

Publisher : 9th International Conference on Advanced Computing

Year : 2017

Health and Nutritional Status of Children: Survey, Challenges and Directions

Cite this Research Publication : Sangita Khare, Dr. Deepa Gupta, K, P., Dr. Deepika M. G., and Dr. Amalendu Jyotishi, “Health and Nutritional Status of Children: Survey, Challenges and Directions”, in 3rd International Conference on Cognitive Computing and information Processing (CCIP 17), JSSATE-B Campus, Bengaluru , 2017.

Publisher : 3rd International Conference on Cognitive Computing and information Processing

Year : 2017

A graph-based relation extraction method for question answering system

Cite this Research Publication : G. Veena, Athulya, S., Shaji, S., and Dr. Deepa Gupta, “A graph-based relation extraction method for question answering system”, in 2017 International Conference on Advances in Computing, Communications and Informatics (ICACCI), Udupi, India, 2017, vol. 2017-January, pp. 944-949.

Publisher : 2017 International Conference on Advances in Computing, Communications and Informatics.

Year : 2017

Grammar Error Detection Tool for Medical Transcription using Stop Words – POS Tags ngram Based Model

Cite this Research Publication : G. B. R., Dr. Deepa Gupta, and Sasikala T, “Grammar Error Detection Tool for Medical Transcription using Stop Words – POS Tags ngram Based Model ”, in 2nd International Conference on Computational Intelligence and Informatics(ICCI’17), JNTU, Hyderabad , 2017.

Publisher : 2nd International Conference on Computational Intelligence and Informatics

Year : 2017

Comparative study of factored SMT with baseline SMT For English to Kannada

Cite this Research Publication : K. Ma Shivakumar, Shivaraju, Na, Sreekanta, Vb, and Dr. Deepa Gupta, “Comparative study of factored SMT with baseline SMT For English to Kannada”, in Proceedings of the International Conference on Inventive Computation Technologies, ICICT 2016, 2017, vol. 1.

Publisher : Proceedings of the International Conference on Inventive Computation Technologies,

Year : 2017

Characteristics and causes of malnutrition across Indian states: A cluster analysis based on Indian demographic and health survey data

Cite this Research Publication : A. Nair, Dr. Deepa Gupta, Sangita Khare, Gopalkrishna, D. Manippady, and Dr. Amalendu Jyotishi, “Characteristics and causes of malnutrition across Indian states: A cluster analysis based on Indian demographic and health survey data”, in International Conference on Advances in Computing, Communications & Informatics (ICACCI’17), Manipal University, Karnataka , 2017.

Publisher : International Conference on Advances in Computing, Communications Informatics

Year : 2017

Breast Cancer Diagnosis and Prognosis using Machine Learning Techniques

Cite this Research Publication : S. Suresh Shastri, Priyanka Vivek, Dr. Deepa Gupta, Nayar, R. C., Rao, R., and Ram, A., “Breast Cancer Diagnosis and Prognosis using Machine Learning Techniques”, in International Symposium on Intelligent Systems Technologies and Applications (ISTA'17), Manipal University, Karnataka, 2017.

Publisher : International Symposium on Intelligent Systems Technologies and Applications

Year : 2016

Kannada speech to text conversion using CMU Sphinx

Cite this Research Publication : S. K. M, K.G., A., V., A. T., and Gupta, D., “Kannada speech to text conversion using CMU Sphinx”, in 2016 International Conference on Inventive Computation Technologies (ICICT), 2016.

Publisher : 2016 International Conference on Inventive Computation Technologies (ICICT)

Year : 2016

A method to predict diagnostic codes for chronic diseases using machine learning techniques

Cite this Research Publication : Dr. Deepa Gupta, Khare, S., and Aggarwal, A., “A method to predict diagnostic codes for chronic diseases using machine learning techniques”, in 2016 International Conference on Computing, Communication and Automation (ICCCA), 2016.

Publisher : 2016 International Conference on Computing, Communication and Automation (ICCCA)

Year : 2016

Factors affecting infant mortality rate in India: An analysis of Indian states

Cite this Research Publication : Sa Vijayakumar, Dr. Deepika M. G., Dr. Amalendu Jyotishi, and Dr. Deepa Gupta, “Factors affecting infant mortality rate in India: An analysis of Indian states”, Advances in Intelligent Systems and Computing, vol. 530, pp. 707-719, 2016.

Publisher : Advances in Intelligent Systems and Computing.

Year : 2016

Context Specific Lexicon for Hindi Reviews

Cite this Research Publication : D. Mishra, Manju Venugopalan, and Dr. Deepa Gupta, “Context Specific Lexicon for Hindi Reviews”, in Procedia Computer Science, 2016, vol. 93, pp. 554 - 563.

Publisher : Procedia Computer Science.

Year : 2016

Association rule analysis in cardiovascular disease

Cite this Research Publication : S. Khare and Dr. Deepa Gupta, “Association rule analysis in cardiovascular disease”, in 2016 Second International Conference on Cognitive Computing and Information Processing (CCIP), 2016.

Publisher : 2016 Second International Conference on Cognitive Computing and Information Processing (CCIP)

Year : 2016

ASE@DPIL-FIRE2016: Hindi paraphrase detection using natural language processing techniques & semantic similarity computations

Cite this Research Publication : K. Vani and Dr. Deepa Gupta, “ASE@DPIL-FIRE2016: Hindi paraphrase detection using natural language processing techniques & semantic similarity computations”, in CEUR Workshop Proceedings, 2016, vol. 1737, pp. 244-249.

Publisher : CEUR Workshop Proceedings, CEUR-WS.

Year : 2015

Sentiment Classification for Hindi Tweets in a Constrained Environment Augmented Using Tweet Specific Features

Cite this Research Publication : Manju Venugopalan and Dr. Deepa Gupta, “Sentiment Classification for Hindi Tweets in a Constrained Environment Augmented Using Tweet Specific Features”, in Mining Intelligence and Knowledge Exploration, 2015, pp. 664–670.

Publisher : Mining Intelligence and Knowledge Exploration, Springer International Publishing

Year : 2015

Investigation of chronic disease correlation using data mining techniques

Cite this Research Publication : Va Dominic, Dr. Deepa Gupta, Sangita Khare, and Aggarwal, Ab, “Investigation of chronic disease correlation using data mining techniques”, in 2015 2nd International Conference on Recent Advances in Engineering and Computational Sciences, RAECS 2015, 2015.

Publisher : 2015 2nd International Conference on Recent Advances in Engineering and Computational Sciences, RAECS 2015

Year : 2015

Investigating the impact of combined similarity metrics and POS tagging in extrinsic text plagiarism detection system

Cite this Research Publication : Ka Vani, Dr. Deepa Gupta, Krishnaswamy D, Thampi S.M, Callegari C, Alcaraz Calero J.M, Takagi H, Mauri J.L, Meghanathan, N., Rodrigues, J., Bojkovic Z.S, ,, Wozniak, M., Sahni, S., Vinod M., Prasad, N. R., Que X., and Au E., “Investigating the impact of combined similarity metrics and POS tagging in extrinsic text plagiarism detection system”, in 2015 International Conference on Advances in Computing, Communications and Informatics, ICACCI 2015, 2015, pp. 1578-1584.

Publisher : 2015 International Conference on Advances in Computing, Communications and Informatics, ICACCI 2015

Year : 2015

Exploring sentiment analysis on Twitter data

Cite this Research Publication : Manju Venugopalan and Dr. Deepa Gupta, “Exploring sentiment analysis on Twitter data”, in Eighth International Conference on Contemporary Computing (IC3), 2015.

Publisher : Eighth International Conference on Contemporary Computing (IC3)

Year : 2015

Experimentation and analysis of time series data from multi-path robotic environment

Cite this Research Publication : G. Radhakrishnan, Dr. Deepa Gupta, Sindhuula, S., Khokhawat, S., and Dr. T.S.B. Sudarshan, “Experimentation and analysis of time series data from multi-path robotic environment”, in 2015 IEEE International Conference on Electronics, Computing and Communication Technologies, CONECCT 2015, 2015.

Publisher : 2015 IEEE International Conference on Electronics, Computing and Communication Technologies, CONECCT 2015

Year : 2015

Clustering of robotic environment using image data stream

Cite this Research Publication : P. Vivek, G. Radhakrishnan, Dr. Deepa Gupta, and Dr. T.S.B. Sudarshan, “Clustering of robotic environment using image data stream”, in International Conference Communication, Control and Intelligent Systems, CCIS 2015, 2015, pp. 208-213.

Publisher : International Conference Communication, Control and Intelligent Systems, CCIS 2015

Year : 2015

Adaptation of multi-domain corpus learned seeds and polarity lexicon for sentiment analysis

Cite this Research Publication : S. Sanagar and Dr. Deepa Gupta, “Adaptation of multi-domain corpus learned seeds and polarity lexicon for sentiment analysis”, in 2015 International Conference on Computing and Network Communications, CoCoNet 2015, 2015, pp. 50-58.

Publisher : 2015 International Conference on Computing and Network Communications, CoCoNet 2015

Year : 2014

Using K-means Cluster based Techniques in External Plagiarism Detection

Cite this Research Publication : V. K and Dr. Deepa Gupta, “Using K-means Cluster based Techniques in External Plagiarism Detection”, in International Conference on Contemporary Computing and Informatics, Mysore, 2014.

Publisher : International Conference on Contemporary Computing and Informatics

Year : 2014

Learning Domain-Specific and Domain-independent Opinion Oriented Lexicons using Multi Domain Knowledge

Cite this Research Publication : K. S. Vishnu, Apoorva, T., and Dr. Deepa Gupta, “Learning Domain-Specific and Domain-independent Opinion Oriented Lexicons using Multi Domain Knowledge”, in Sixth International Conference on Contemporary Computing (IC3-2014), 2014.

Publisher : Sixth International Conference on Contemporary Computing (IC3-2014)

Year : 2014

Experimentation and analysis of time series data for rescue robotics

Cite this Research Publication : R. Gopalapillai, Dr. Deepa Gupta, and Sudarshan, T. S. B., “Experimentation and analysis of time series data for rescue robotics”, in Second International Symposium on Intelligent Informatics (IST'13), 2014, pp. 443–453.

Publisher : Second International Symposium on Intelligent Informatics (IST'13)

Year : 2014

An enhanced cluster-head selection scheme for distributed heterogeneous wireless sensor network

Cite this Research Publication : Dr. Deepa Gupta and Verma, R., “An enhanced cluster-head selection scheme for distributed heterogeneous wireless sensor network”, in Advances in Computing, Communications and Informatics (ICACCI, 2014 International Conference on, 2014.

Publisher : Advances in Computing, Communications and Informatics (ICACCI, 2014 International Conference on

Year : 2014

Clustering of Robotic Environments Using Image Sequence Data

Cite this Research Publication : G. Radhakrishnan, Sudarshan, T. S. B., Murali, M., and Dr. Deepa Gupta, “Clustering of Robotic Environments Using Image Sequence Data”, in Eighth International Conference on Data Mining and Warehousing (ICDMW-2014), 2014.

Publisher : Eighth International Conference on Data Mining and Warehousing (ICDMW-2014)

Year : 2014

Analysis of Robotic Environment using Low Resolution Image Sequence

Cite this Research Publication : S. Swetha, Dr. Deepa Gupta, Radhakrishnan, G., and Sudarshan, T. S. B., “Analysis of Robotic Environment using Low Resolution Image Sequence”, in International Conference on Contemporary Computing and Informatics, Mysore, 2014.

Publisher : International Conference on Contemporary Computing and Informatics

Year : 2014

Acquistion and Analysis of Robotic Data using Machine learning Techniques

Cite this Research Publication : G. Radhakrishnan, Sudarshan, T. S. B., Mishra, S., and Dr. Deepa Gupta, “Acquistion and Analysis of Robotic Data using Machine learning Techniques”, in International Conference on Computational Intelligence in Data Mining, 2014.

Publisher : International Conference on Computational Intelligence in Data Mining

Year : 2013

Identifying the Best Feature Combination for Sentiment Analysis of Customer Reviews

Cite this Research Publication : C. .Priyanka and Dr. Deepa Gupta, “Identifying the Best Feature Combination for Sentiment Analysis of Customer Reviews”, in Second International Conference on Advances in Computing, Communications and Informatics. (ICACCI-2013), 2013.

Publisher : Second International Conference on Advances in Computing, Communications and Informatics. (ICACCI-2013)

Year : 2013

Classification of Robotic Data using Artificial Neural Network

Cite this Research Publication : R. Gopalapillai, Vidhya, J., Dr. Deepa Gupta, and Sudarshan, T. S. B., “Classification of Robotic Data using Artificial Neural Network”, in 2nd IEEE International Conference on Recent Advances in Intelligent Computational Systems (RAICS 2013), 2013.

Publisher : 2nd IEEE International Conference on Recent Advances in Intelligent Computational Systems (RAICS 2013)

Year : 2012

Analysis of multimodal time series data of robotic environment

Cite this Research Publication : G. Radhakrishnan, Dr. Deepa Gupta, Abhishek, R., Ajith, A., and Dr. T.S.B. Sudarshan, “Analysis of multimodal time series data of robotic environment”, in International Conference on Intelligent Systems Design and Applications, ISDA, Kochi, 2012, pp. 734-739.

Publisher : ISDA

Year : 2010

English-hindi automatic word alignment with scarce resources

Cite this Research Publication : E. Venkataramani and Dr. Deepa Gupta, “English-hindi automatic word alignment with scarce resources”, in Asian Language Processing (IALP), 2010 International Conference on, 2010, pp. 253-256.

Publisher : IEEE

Year : 2010

Annotation guidelines for Hindi-English word alignment

Cite this Research Publication : R.K. Yadav and Dr. Deepa Gupta, “Annotation guidelines for Hindi-English word alignment”, in Proceedings - 2010 International Conference on Asian Language Processing, IALP 2010, Harbin, 2010, pp. 293-296.

Publisher : IALP 2010

Year : 2007

The IRST English-Spanish Translation System for European Parliament Speeches

Cite this Research Publication : N. Bertoldi, Brugnara F, Cattoni, R., Cettolo, M., Chen, B., Federico M, Giuliani D., Gretter, R., Dr. Deepa Gupta, Seppi. D., and , “The IRST English-Spanish Translation System for European Parliament Speeches”, in Interspeech, 2007.

Publisher : Interspeech

Year : 2006

Morpho-syntactic information for automatic error analysis of statistical machine translation output

Cite this Research Publication : M. Popović, Ney, H., De Gispert, A., Mariño, J. B., Dr. Deepa Gupta, Federico, M., Lambert, P., and Banchs, R., “Morpho-syntactic information for automatic error analysis of statistical machine translation output”, in Proceedings of the workshop on statistical machine translation, 2006.

Publisher : Proceedings of the workshop on statistical machine translation

Year : 2006

Exploiting Word Transformation in Statistical Machine Translation from Spanish to English

Cite this Research Publication : M. Federico and Dr. Deepa Gupta, “Exploiting Word Transformation in Statistical Machine Translation from Spanish to English”, in 11th Annual conference of the European Association for Machine Translation (EAMT), 2006, pp. 75–80.

Publisher : 11th Annual conference of the European Association for Machine Translation (EAMT)

Year : 2004

A Study of Hindi Translation Patterns for English Sentences with Have as the Main Verb

Cite this Research Publication : S. Goyal, Chatterjee, N., and Dr. Deepa Gupta, “A Study of Hindi Translation Patterns for English Sentences with "Have" as the Main Verb”, in the International Symposium on MT, NLP and Translation Support Systems: iSTRANS-2004, 2004.

Publisher : International Symposium on MT, NLP and Translation Support Systems: iSTRANS-2004

Year : 2004

A Study of Hindi Translation Patterns for English Sentences with "Have" as the Main Verb

Cite this Research Publication : S. Goyal, Chatterjee, N., and Dr. Deepa Gupta, “A Study of Hindi Translation Patterns for English Sentences with "Have" as the Main Verb”, in the International Symposium on MT, NLP and Translation Support Systems: iSTRANS-2004, 2004.

Publisher : the International Symposium on MT, NLP and Translation Support Systems: iSTRANS

Year : 2003

A Morpho-Syntax based Adaptation and Retrieval Scheme for English to Hindi EBMT

Cite this Research Publication : N. Chatterjee and Dr. Deepa Gupta, “A Morpho-Syntax based Adaptation and Retrieval Scheme for English to Hindi EBMT”, in Workshop on Computational Linguistic for the Languages of South Asia: Expanding Synergies with Europe, 2003, p. 23.

Publisher : Workshop on Computational Linguistic for the Languages of South Asia: Expanding Synergies with Europe

Year : 2002

A Systematic Adaptation Scheme for English-Hindi Example-Based Machine Translation

Cite this Research Publication : N. Chatterjee and Dr. Deepa Gupta, “A Systematic Adaptation Scheme for English-Hindi Example-Based Machine Translation”, in STRANS-2002, 2002.

Publisher : STRANS

Year : 2002

Study of Similarity and its Measurement for English to Hindi EBMT

Cite this Research Publication : N. Chatterjee and Dr. Deepa Gupta, “Study of Similarity and its Measurement for English to Hindi EBMT”, in STRANS-2002, 2002.

Publisher : STRANS

Conference Proceedings

Year : 2021

Indian Language Identification for Short Text

Cite this Research Publication : S. Bhaskaran, Geetika Paul, Dr. Deepa Gupta, and Amudha J., “Indian Language Identification for Short Text”, Advances in Intelligent Systems and Computing. Springer, pp. 47-58, 2021.

Publisher : Advances in Intelligent Systems and Computing. Springer,

Year : 2020

Recognizing Named Entities in Agriculture Documents using LDA based Topic Modelling Techniques

Cite this Research Publication : Veena Gangadharan, Deepa Gupta, Recognizing Named Entities in Agriculture Documents using LDA based Topic Modelling Techniques, Procedia Computer Science, Volume 171, 2020, Pages 1337-1345, ISSN 1877-0509, https://doi.org/10.1016/j.procs.2020.04.143.

Publisher : Elsevier Procedia Computer Science

Year : 2020

Paraphrase Detection Using Deep Neural Network Based Word Embedding Techniques

Cite this Research Publication : V. Gangadharan, D. Gupta, A. L. and A. T.A., "Paraphrase Detection Using Deep Neural Network Based Word Embedding Techniques," 2020 4th International Conference on Trends in Electronics and Informatics (ICOEI)(48184), 2020, pp. 517-521, doi: 10.1109/ICOEI48184.2020.9142877.

Publisher : IEEE

Year : 2019

An Ontology Driven Question Answering System for Legal Documents

Cite this Research Publication : V. G, D. Gupta, A. Anil and A. S, "An Ontology Driven Question Answering System for Legal Documents," 2019 2nd International Conference on Intelligent Computing, Instrumentation and Control Technologies (ICICICT), 2019, pp. 947-951, doi: 10.1109/ICICICT46008.2019.8993168.

Publisher : IEEE

Year : 2018

Regular expression tagger for Kannada parts of speech tagging

Cite this Research Publication : K. M. Shiva Kumar and Dr. Deepa Gupta, “Regular expression tagger for Kannada parts of speech tagging”, 2nd International Conference on Computational Intelligence and Informatics, ICCII 2017, Advances in Intelligent Systems and Computing, vol. 712. Springer Verlag, Hyderabad, India, pp. 121-130, 2018.

Publisher : 2nd International Conference on Computational Intelligence and Informatics, ICCII 2017, Advances in Intelligent Systems and Computing

Year : 2018

Multilingual Text Detection and Identification from Indian Signage Boards

Cite this Research Publication : Rahul Ramanathan, Bhaskaran, S., Amudha J., and Dr. Deepa Gupta, “Multilingual Text Detection and Identification from Indian Signage Boards”, International Conference on Advances in Computing, Communications and Informatics (ICACCI). PES, Bengaluru, 2018.

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

Year : 2017

Recognition of Multilingual Text from Signage Boards

Cite this Research Publication : P. Salunkhe, Bhaskaran, S., Amudha J., and Dr. Deepa Gupta, “Recognition of Multilingual Text from Signage Boards”, 6th International Conference on Advances in Computing, Communications & Informatics (ICACCI’17), . Manipal University, Karnataka , 2017.

Publisher : 6th International Conference on Advances in Computing, Communications Informatics

Year : 2017

Colon Cancer Detection in Biopsy Images for Indian Population at Different Magnification Factors Using Texture Features

Cite this Research Publication : T. Babu, Dr. Tripty Singh, Dr. Deepa Gupta, and Hameed, S., “Colon Cancer Detection in Biopsy Images for Indian Population at Different Magnification Factors Using Texture Features”, 9th International Conference on Advanced Computing (ICoAC 2017). MIT, Chennai , 2017.

Publisher : 9th International Conference on Advanced Computing

Book Chapter

Year : 2016

Multi-view Robotic Time Series Data Clustering and Analysis Using Data Mining Techniques

Cite this Research Publication : M. Reshma, Vivek, P., Gopalapillai, R., Dr. Deepa Gupta, and Sudarshan, T. S. B., “Multi-view Robotic Time Series Data Clustering and Analysis Using Data Mining Techniques”, in Advances in Signal Processing and Intelligent Recognition Systems, Springer, 2016, pp. 521–531.

Publisher : Advances in Signal Processing and Intelligent Recognition Systems

Year : 2016

Exploration of Fuzzy C Means Clustering Algorithm in External Plagiarism Detection System

Cite this Research Publication : R. N Ravi, Vani, K., and Dr. Deepa Gupta, “Exploration of Fuzzy C Means Clustering Algorithm in External Plagiarism Detection System”, in Intelligent Systems Technologies and Applications, vol. 1, Springer International Publishing, 2016, pp. 127–138.

Publisher : Intelligent Systems Technologies and Applications, Springer International Publishing,

Year : 2015

Acquisition and analysis of robotic data using machine learning techniques

Cite this Research Publication : S. Mishra, Radhakrishnan, G., Dr. Deepa Gupta, and Sudarshan, T. S. B., “Acquisition and analysis of robotic data using machine learning techniques”, in Computational Intelligence in Data Mining-Volume 3, Springer India, 2015, pp. 489–498.

Publisher : Computational Intelligence in Data Mining-Volume 3

Year : 2006

Improving statistical word alignments with morpho-syntactic transformations

Cite this Research Publication : A. De Gispert, Dr. Deepa Gupta, Popović, M., Lambert, P., Mariño, J. B., Federico, M., Ney, H., and Banchs, R., “Improving statistical word alignments with morpho-syntactic transformations”, in Advances in Natural Language Processing, Springer Berlin Heidelberg, 2006, pp. 368–379.

Publisher : Advances in Natural Language Processing, Springer Berlin Heidelberg

Qualification
Degree University Year Subjects
B. A.(Hons) Delhi University 1997 Mathematics
M. Sc. Indian Institute of Technology, Delhi (IITD) 1999 Applied Mathematics
Ph. D. Indian Institute of Technology, Delhi (IITD) 2005 Natural Language Processing
Funded Research Project
  • Principal Investigator : Implementation of intensive language processing & soft computing technology based extrinsic plagiarism detection tool, SERB, Jun 2014 to July 2016, Amount 8.75L; completed
  • Principal Investigator : Speaker -Independent Kannada Speech Recognition Tool, SMYSR, VGST, Karnataka, July 2016 -July 2017, Amount 6L, completed.
  • Guide : Analysis & Implementation of Hybrid Learning Models for Vocal Emotion Conversion, Scholar Name: Susmitha Vekkot, Visvesvaraya Ph.D. scholarship, Department of Electronics & Information Technology, Govt. of India, 30 lakhs, October 2016 to September 2021-5 years, Completed Company Consultancy Projects:
  • Principal Investigator : Auto Diagnosis and Prescription Generator (ADAPT), Paralaxiom Technologies Pvt Ltd, Bangalore, Sept 2018-June 2019, Amount: 3L, Completed
  • Co-Principal Investigator : OCR in the WILD, Paralaxiom Technologies Pvt Ltd, Bangalore, Sept 2018-June 2019, Amount: 3L, Completed
Invited Talk/ Guest Lecture
  • “Support Vector Machine- kernels and Kernel Trick”, TEQIP-II sponsored Faculty Development Programme on “Knowledge Mining using Machine Leaning and its Applications” from 23rd January 2014 to 25th January 2014 at Department of ISE, MSRIT, Bangalore. India
  • “Introduction to Machine Learning & Its Applications”, A Three days workshop on Knowledge Management and Data Analytics for real World Applications (KMDA-13)”, from 22nd July to 24th July, 2013 at R. V. College of Engineering, Bangalore, India.
  • “Domain Biased Bilingual Parallel Data Extraction and an Unsupervised Hybrid Approach to Align Sentences and Words in Parallel Corpora”, Workshop on ” Natural Language Processing and Speech Recognition” from 15th-17th April 2013 at RV College, Bangalore India.
  • “Robotic Data Mining”, 9th International conference on Emerging Trends in Physics -2013, from 21st-22nd February 2013, Place: St. Joseph’s College of Arts and Science(Autonomous), Cuddalore, TN, India.
  • “Introduction to Probability Theory and Sampling”, on 26th April, 2012 at PSE School of Engineering, Bangalore, Karnataka, India.
  • “Introduction to MATLAB”, on 9th August, 2012 at Jain University Bangalore, Karnataka, India.
  • “Introduction to Vector Calculus”, on 4th December, 2012 at PSEIT, South Campus, Bangalore, Karnataka, India.
  • “The Role of Natural Language Processing in Electronic Health Domain/Records”, National Seminar on Data Mining and Knowledge Discovery of Medical Data, from 28th-29thJuly 2011, organized by Amrita School of Engineering, Amrita Vishwa Vidyapeetham,  Bangalore Karnataka, India.
Research Scholars

Current
1. Ms. Priyanka C Nair: Clinical Data Mining using Indian Discharge Summaries (Co-Supervisor-Dr. B. Indira Devi, NIMHANS, Bangalore)
2. Ms. Manju Venugopalan: Exploring minimal supervision models for aspect level sentiment analysis.
3. Ms. Veena G.: Agricultural Information Extraction System
4. Ms. Shailashree K. Sheshadri: Neural Machine Translation System for Low resource Indic Languages (Co-Supervisor-Marta R. Costa-Jussa, UPC Barcelona)
5. Ms. Smita Srivatsava: Cybersecurity Name Entity Recognition Model -Integrated Ph.D.
6. Mr. Mohammed Azam Sayeed: A System for Automated Evaluation of Examination Answer Scripts-Integrated Ph.D.
7. Ms. Aashitha shamma: System for assessing severity of pulmonary diseases using Speech Signals. (Co-Supervisor Dr. Susmitha Vekkot)

Past
1. Dr. Vani K., Detection of Extrinsic Text Plagiarism using Natural Language Processing and Intelligent Computing Techniques, awarded in 2018.
2. Dr. Susmitha Vekkot. Analysis & Implementation of Hybrid Learning Models for Vocal Emotion Conversion, Awarded in 2021.
3. Dr. Swati Sangar, Genre-based Framework for Multidomain Sentiment Lexicon Learning, , Awarded in 2021.
4. Dr. S. Lalitha, Diverse Multilingual and Mixed-lingual Emotion Recognition Using Perception-based Speech Analysis, Awarded in 2021.
5. Dr Tina Babu, Automated Colon Cancer Detection and Grading on Histopathological Images, Awarded in 2021, (Co-Guide).
6. Radhakrishnan G., Techniques For Mining Multimodal Stream Data In A Robotic Environment, Awarded in 2022. ,

 

 

 

Student Guidance

Name and Area of PhD Scholars Guided (Graduated)

  • Dr. Vani K., Detection of Extrinsic Text Plagiarism using Natural Language Processing and Intelligent Computing Techniques, awarded in 2018
  • Dr. Susmitha Vekkot. Analysis & Implementation of Hybrid Learning Models for Vocal Emotion Conversion, Awarded in 2021
  • Dr. Swati Sangar, Genre-based Framework for Multidomain Sentiment Lexicon Learning, , Awarded in 2021
  • Dr. S. Lalitha, Diverse Multilingual and Mixed-lingual Emotion Recognition Using Perception-based Speech Analysis, Awarded in 2021
  • Dr Tina Babu, Automated Colon Cancer Detection and Grading on Histopathological Images, Awarded in 2021, (Co-Guide)
  • Radhakrishnan G., Techniques For Mining Multimodal Stream Data In A Robotic Environment, Ph.D. Défense June 2022.

Name and Area of PhD Scholars Being Guided (Undergoing)

  • Mrs. Priyanka C Nair: Clinical Data Mining using Indian Discharge Summaries.
  • Mrs. Manju Venugopalan: Exploring minimal supervision models for aspect level sentiment analysis
  • Mrs. Veena G.: Agricultural Information Extraction System
  • Mrs. Shilashree K. Seshadri: Neural Machine Translation System for Low resource Indic Languages
  • Mrs. Smita Srivatsava: Cybersecurity Name Entity Recognition Model
  • Mr. Mohammed Azam Sayeed: A System for Automated Evaluation of Examination Answer Scripts
Admissions Apply Now