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Dr. Vimina E. R.

Assistant Professor (Sr. Gr.), Department of Computer Science and IT, School of Computing, Kochi | Research Supervisor, Department of Computer Science and IT, School of Computing, Kochi

Qualification: B. Tech., M.E, Ph.D
viminaer@kh.amrita.edu
Google Scholar Profile
Research Interest: Computer Vision, Computational Biology, Deep learning

Bio Publications Professional Experience Awards and Recognitions Administrative Roles Consultancy Workshops / Seminars/ Conferences Organized Workshops/ FDP/ Short Term Courses Attended Conferences/ Seminars/ Webinars Attended Professional Memberships Courses Taught
Bio

Dr. Vimina E. R. currently serves as Assistant Professor (Sr. Gr.) and research supervisor at the Department of Computer Science and IT, School of Computing, Amrita Vishwa Vidyapeetham-Kochi. She received doctorate in Computer Science from the Faculty of Technology, Cochin University of Science and Technology. She holds M.E degree in Computer Science & Engineering from Bhrathiar University and BTech in Electrical & Electronics from Mahatma Gandhi University. With more than 22 years of Post Graduate teaching experience, she has published research papers in many Journals of International repute. Currently she is heading the Department of Computer Science and IT of Amrita Vishwa Vidyapeetham, Kochi Campus. She also serves as the Research Head of School of Physical Sciences, Amrita Vishwa Vidyapeetham, Kochi Campus.

Qualifications: B. Tech. (Electrical and Electronics Engineering), M. E. (Computer Science and Engineering), Ph. D. (Computer Science).

Publications

Journal Article

Year : 2024

TransNeT-CGP: A Cluster-Based Comorbid Gene Prioritization by Integrating Transcriptomics and Network-Topological Features

Cite this Research Publication : K R Saranya, E R Vimina, F R Pinto, TransNeT-CGP: A Cluster-Based Comorbid Gene Prioritization by Integrating Transcriptomics and Network-Topological Features, Computational Biology and Chemistry,2024,108038, ISSN 1476-9271, https://doi.org/10.1016/j.compbiolchem.2024.108038.

Year : 2023

Protein Secondary Structure Prediction Using Cascaded Feature Learning Model

Cite this Research Publication : Geethu, S., & Vimina, E. R. (2023). Protein Secondary Structure Prediction Using Cascaded Feature Learning Model. Applied Soft Computing, 140, 110242.

Year : 2022

Improved Protein Real-Valued Distance Prediction Using Deep Residual Dense Network (DRDN)

Cite this Research Publication : Geethu, S., Vimina, E.R (August 2022), "Improved Protein Real-Valued Distance Prediction Using Deep Residual Dense Network (DRDN)," Protein J 41, 468–476 (2022). https://doi.org/10.1007/s10930-022-10067-4

Publisher : Springer

Year : 2022

Improving Mirna Disease Association Prediction Accuracy Using Integrated Similarity Information and Deep Autoencoders

Cite this Research Publication : Sujamol, Vimina. E R and U. Krishnakumar (August 2022), "Improving Mirna Disease Association Prediction Accuracy Using Integrated Similarity Information and Deep Autoencoders," in IEEE/ACM Transactions on Computational Biology and Bioinformatics, 2022, doi: 10.1109/TCBB.2022.3195514.

Publisher : IEEE/ACM Transactions on Computational Biology and Bioinformatics

Year : 2022

Local neighborhood gradient pattern: A feature descriptor for content-based image retrieval

Cite this Research Publication : R Arya and, ER Vimina (August 2022), "Local neighborhood gradient pattern: A feature descriptor for content-based image retrieval", Journal of Intelligent & Fuzzy Systems. 10.3233/JIFS-212604

Year : 2022

Topology Driven Analysis of Protein – Protein Interactome for Prioritizing Key Comorbid Genes via Sub Graph based Average Path Length Centrality

Cite this Research Publication : T Suresh, Vimina. E R and U. Krishnakumar, (January 2022), "Topology Driven Analysis of Protein - Protein Interactome for Prioritizing Key Comorbid Genes via Sub Graph based Average Path Length Centrality," in IEEE/ACM Transactions on Computational Biology and Bioinformatics, doi: 10.1109/TCBB.2022.3140388.

Publisher : IEEE/ACM Transactions on Computational Biology and Bioinformatics

Year : 2021

Improved 3-D Protein Structure Predictions using Deep ResNet Model

Cite this Research Publication : Geethu, S., Vimina, E.R. (September 2021), "Improved 3-D Protein Structure Predictions using Deep ResNet Model," Protein J 40, 669–681 (2021). https://doi.org/10.1007/s10930-021-10016-7

Publisher : Springer

Year : 2021

Local Triangular Coded Pattern: A Texture Descriptor for Image Classification

Cite this Research Publication : R. Arya and E. R. Vimina, “Local Triangular Coded Pattern: A Texture Descriptor for Image Classification”, IETE Journal of Research, pp. 1-12, 2021.

Year : 2020

Multi-scale top-down approach for modelling epileptic protein-protein interaction network analysis to identify driver nodes and pathways

Cite this Research Publication : Suresh, Nikhila T., E. R. Vimina, and U. Krishnakumar. (October 2020), "Multi-scale top-down approach for modelling epileptic protein-protein interaction network analysis to identify driver nodes and pathways," Computational Biology and Chemistry Vol. 88: 107323. ISSN: 1476-9271. https://doi.org/10.1016/j.compbiolchem.2020.107323

Publisher : Elsevier

Year : 2020

Maximal multi-channel local binary pattern with colour information for CBIR

Cite this Research Publication : Vimina ER, Divya MO. (July 2020), "Maximal multi-channel local binary pattern with colour information for CBIR," Multimedia Tools and Applications.;79(35):25357-77. https://doi.org/10.1007/s11042-020-09207-8

Publisher : Springer

Year : 2020

Content based image retrieval with multi-channel LBP and colour features

Cite this Research Publication : Divya, M. O., and E. R. Vimina. (Nov. 2020). "Content based image retrieval with multi-channel LBP and colour features." International Journal of Applied Pattern Recognition 6.2: 177-193. https://doi.org/10.1504/IJAPR.2020.111524

Year : 2020

Improving Recurrence Prediction Accuracy of Ovarian Cancer Using Multi-phase Feature Selection Methodology

Cite this Research Publication : S. Sujamol, E. R. Vimina, and Krishnakumar, U., “Improving Recurrence Prediction Accuracy of Ovarian Cancer Using Multi-phase Feature Selection Methodology”, Applied Artificial Intelligence, vol. 35, pp. 206-226, 2020.

Year : 2020

A Computational Framework to Identify Cross Association Between Complex Disorders by Protein-protein Interaction Network Analysis

Cite this Research Publication : U. Krishnakumar, Suresh, N. T., and E. R. Vimina, “A Computational Framework to Identify Cross Association Between Complex Disorders by Protein-protein Interaction Network Analysis”, Current Bioinformatics, vol. Volume 16, pp. Page: 433 – 445, 2020.

Year : 2019

Performance Analysis of Distance Metric for Content Based Image Retrieval

Cite this Research Publication : Divya M. O. and E. R. Vimina, “Performance Analysis of Distance Metric for Content Based Image Retrieval”, International Journal of Engineering and Advanced Technology (IJEAT), vol. 8, no. 6, 2019.

Publisher : International Journal of Engineering and Advanced Technology (IJEAT)

Year : 2019

Feature Fusion Method using BoVW Framework for Enhancing Image Retrieval

Cite this Research Publication : E. R. Vimina and K. Poulose Jacob, “Feature Fusion Method using BoVW Framework for Enhancing Image Retrieval”, IET Image Processing, vol. 13, no. 11, pp. 1979 – 1985, 2019.

Publisher : IET Image Processing

Year : 2014

An Evaluation of Image Matching Algorithms for Region Based Image Retrieval

Cite this Research Publication : E R Vimina, K Poulose Jacob, "An Evaluation of Image Matching Algorithms for Region Based Image Retrieval", International Journal of Advancements in Computing Technology ((ISSN: 20058039)), Volume 6, Number 6, pp. 75-85, November 2014.

Year : 2013

A Sub-block Based Image Retrieval Using Modified Integrated Region Matching

Cite this Research Publication : E R Vimina, K Poulose Jacob, "A Sub-block Based Image Retrieval Using Modified Integrated Region Matching", International Journal of Computer Science Issues," (ISSN (Print): 1694-0784 | ISSN (Online): 1694-0814), Volume 10, issue 1, No. 2, pp. 686-692, 2013.

Year : 2013

Content Based Image Retrieval Using Low Level Features of Automatically Extracted Regions of Interest

Cite this Research Publication : E R Vimina, K Poulose Jacob, "Content Based Image Retrieval Using Low Level Features of Automatically Extracted Regions of Interest", Journal of Image and Graphics ((ISSN:2301-3699)), Volume 1, No.1, pp. 7-11, March 2013.

Year : 2012

CBIR Using Local and Global properties of Image Sub-blocks

Cite this Research Publication : E R Vimina, K Poulose Jacob, "CBIR Using Local and Global properties of Image Sub-blocks", International Journal of Advanced Science and Technology ((ISSN: 22076360, 20054238)), Vol. 48, pp. 11-21, 2012.

Year : 2006

CAPTCHA- Are You Human Or Computer?

Cite this Research Publication : R. Vimina, "CAPTCHA- Are You Human Or Computer?", South Asian Journal of Socio-Political Studies, Vol.7, No.1, pp.128–130, July-Dec. 2006. (ISSN: 0972-4613.)

Year : 2006

Expression Recognition CAPTCHA

Cite this Research Publication : E.R. Vimina, "Expression Recognition CAPTCHA", Journal of Computer Science (ISSN: 0973-2926), Vol.2, No.1, pp.1-7, July-August 2006.

Conference Paper

Year : 2015

Boosting Retrieval Efficiency with Image Replacement Based Relevance Feedback

Cite this Research Publication : E R Vimina, K Poulose Jacob, Navya Nandakumar, "Boosting Retrieval Efficiency with Image Replacement Based Relevance Feedback", In Proceedings of the 4th International Conference on Advances in Computing, Communications and Informatics -ICACCI-2015 (Kochi, India), IEEE Computer Society Press, pp. 2250-2255, August 2015.

Publisher : IEEE

Year : 2015

An Efficient Multi Query System for Content Based Image Retrieval Using Query Replacement

Cite this Research Publication : E R Vimina, K Ramakrishnan, N Nandakumar, K Poulose Jacob, "An Efficient Multi Query System for Content Based Image Retrieval Using Query Replacement", In Proceedings of the 16th IEEE/ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing-SNPD 2015 (Takamatsu, Japan), IEEE Computer Society Press, pp. 1-5, 2015.

Publisher : IEEE

Year : 2012

Image Retrieval using Local and Global Properties of Image Regions With Relevance Feedback

Cite this Research Publication : E R Vimina, K Poulose Jacob, "Image Retrieval using Local and Global Properties of Image Regions With Relevance Feedback", In Proceedings of the International Conference on Advances in Computing, Communications and Informatics-ICACCI-2012 (Chennai, India), ACM, pp. 683-689, August 2012.

Year : 2012

Image retrieval using colour and texture features of regions of interest

Cite this Research Publication : E. R. Vimina, "Image retrieval using colour and texture features of Regions Of Interest", International Conference on Information Retrieval & Knowledge Management-CAMP 2012 (Kuala Lumpur, Malaysia), IEEE Computer Society Press, pp. 240-243, March 2012.

Year : 2009

Telling Computers and Humans Apart Automatically Using Activity Recognition

Cite this Research Publication : E. R. Vimina, Alba Urmese Areekal, "Telling Computers and Humans Apart Automatically Using Activity Recognition", Proceedings of the 48th IEEE International conference on Systems, Man and Cybernetics- SMC2009, Texas, USA, October 2009, IEEE Computer Society Press, pp 4906-4909

Year : 2009

An Automated Reverse Turing Test Using Facial Expressions

Cite this Research Publication : E. R. Vimina, "An Automated Reverse Turing Test Using Facial Expressions", Proceedings of the IEEE International Conference on Human System Interactions HSI'09, Catania, Italy, IEEE Computer Society Press ,pp 314-317, May 2009.

Book Chapter

Year : 2021

Towards the Hidden Play of MicroRNAs in Complex Disorders—A Detailed Analysis of MiRNA Expression Profiling Using Feature Selection and Classification Methods

Cite this Research Publication : Sujamol, S., Vimina, E.R., Krishnakumar, U. (February 2021), "Towards the Hidden Play of MicroRNAs in Complex Disorders—A Detailed Analysis of MiRNA Expression Profiling Using Feature Selection and Classification Methods," In: Sengodan, T., Murugappan, M., Misra, S. (eds) Advances in Electrical and Computer Technologies. ICAECT 2020. Lecture Notes in Electrical Engineering, vol 711. Springer, Singapore. https://doi.org/10.1007/978-981-15-9019-1_6

Publisher : Springer, Singapore

Year : 2021

Exploration of Varied Feature Descriptors for Diabetic Retinopathy Through Image Classification

Cite this Research Publication : Sreekumar, K., & Vimina, E. R. (March 2021). "Exploration of Varied Feature Descriptors for Diabetic Retinopathy Through Image Classification". In International Conference on Communication, Computing and Electronics Systems: Proceedings of ICCCES 2020 (Vol. 733, p. 449). Springer Nature.

Publisher : Springer Nature

Year : 2021

E-commerce Logistic Route Optimization Deciphered Through Meta-Heuristic Algorithms by Solving TSP

Cite this Research Publication : Krishnan, M. Soumya, and E. R. Vimina. (March 2021). "E-commerce Logistic Route Optimization Deciphered Through Meta-Heuristic Algorithms by Solving TSP." In International Conference on Communication, Computing and Electronics Systems: Proceedings of ICCCES 2020, vol. 733, p. 419. Springer Nature, 2021.

Publisher : Springer

Year : 2021

Tuberculosis Detection from CXR: An Approach Using Transfer Learning with Various CNN Architectures

Cite this Research Publication : Priya, P. A., & Vimina, E. R. (March 2021), "Tuberculosis Detection from CXR: An Approach Using Transfer Learning with Various CNN Architectures," In International Conference on Communication, Computing and Electronics Systems: Proceedings of ICCCES 2020 (Vol. 733, p. 407). Springer Nature.

Year : 2021

An Exploratory Analysis and Prediction of Factors Influencing the Debugging Behavior of Computer Science Students

Cite this Research Publication : Mohan S., Vimina E.R. (June 2021), "An Exploratory Analysis and Prediction of Factors Influencing the Debugging Behavior of Computer Science Students". In: Sharma H., Gupta M.K., Tomar G.S., Lipo W. (eds) Communication and Intelligent Systems. Lecture Notes in Networks and Systems, vol 204. Springer, Singapore. https://doi.org/10.1007/978-981-16-1089-9_41

Publisher : Springer, Singapore

Year : 2021

Factors Affecting Programming Skill of the Students – An Exploratory Analysis

Cite this Research Publication : Mohan S., Vimina E.R. (May 2021), "Factors Affecting Programming Skill of the Students – An Exploratory Analysis," In: Behera P.K., Sethi P.C. (eds) Digital Democracy – IT for Change. CSI 2020. Communications in Computer and Information Science, vol 1372. Springer, Singapore. https://doi.org/10.1007/978-981-16-2723-1_2

Publisher : Springer, Singapore

Year : 2021

Heart Disease Prediction Using Deep Neural Networks: A Novel Approach

Cite this Research Publication : Fathima K., Vimina E.R. (August 2021), "Heart Disease Prediction Using Deep Neural Networks: A Novel Approach." In: Raj J.S., Palanisamy R., Perikos I., Shi Y. (eds) Intelligent Sustainable Systems. Lecture Notes in Networks and Systems, vol 213. Springer, Singapore. https://doi.org/10.1007/978-981-16-2422-3_56

Publisher : Springer, Singapore

Year : 2021

Machine Learning-Based Early Diabetes Prediction

Cite this Research Publication : James D.E., Vimina E.R. (August 2021), "Machine Learning-Based Early Diabetes Prediction," In: Raj J.S., Palanisamy R., Perikos I., Shi Y. (eds) Intelligent Sustainable Systems. Lecture Notes in Networks and Systems, vol 213. Springer, Singapore. https://doi.org/10.1007/978-981-16-2422-3_52

Publisher : Springer, Singapore

Year : 2021

Acute Lymphoblastic Leukemia Detection Using Transfer Learning Techniques

Cite this Research Publication : Ananthu K.S., Krishna Prasad P., Nagarajan S., Vimina E.R. (August 2021) "Acute Lymphoblastic Leukemia Detection Using Transfer Learning Techniques," In: Raj J.S., Palanisamy R., Perikos I., Shi Y. (eds) Intelligent Sustainable Systems. Lecture Notes in Networks and Systems, vol 213. Springer, Singapore. https://doi.org/10.1007/978-981-16-2422-3_53

Publisher : Springer, Singapore

Year : 2021

Enhancing the Classification Accuracy of Credit Default Using Extreme Gradient Boosting with Recursive Feature Selection

Cite this Research Publication : Thomas R., Vimina E.R. (November 2021) "Enhancing the Classification Accuracy of Credit Default Using Extreme Gradient Boosting with Recursive Feature Selection". In: Kumar A., Senatore S., Gunjan V.K. (eds) ICDSMLA 2020. Lecture Notes in Electrical Engineering, vol 783. Springer, Singapore. https://doi.org/10.1007/978-981-16-3690-5_51

Publisher : Springer, Singapore

Year : 2021

Botnet Attack Detection Using Machine Learning Algorithm Integrated With Ensemble Algorithm

Cite this Research Publication : Lincy N.L., Devi U., Vimina E.R. (October 2021) "Botnet Attack Detection Using Machine Learning Algorithm Integrated With Ensemble Algorithm". In: Ranganathan G., Fernando X., Shi F., El Allioui Y. (eds) Soft Computing for Security Applications. Advances in Intelligent Systems and Computing, vol 1397. Springer, Singapore. https://doi.org/10.1007/978-981-16-5301-8_13

Publisher : Springer, Singapore

Year : 2021

Effective Plant Discrimination Using Deep Learning

Cite this Research Publication : Ashok A., Devadeth M.S., Vimina E.R. (October 2021) "Effective Plant Discrimination Using Deep Learning". In: Karuppusamy P., Perikos I., García Márquez F.P. (eds) Ubiquitous Intelligent Systems. Smart Innovation, Systems and Technologies, vol 243. Springer, Singapore. https://doi.org/10.1007/978-981-16-3675-2_48

Publisher : Springer, Singapore

Year : 2021

Comparative Analysis of Local Binary Descriptors for Plant Discrimination

Cite this Research Publication : Titus R.M., Stephen R., Vimina E.R. (October 2021) "Comparative Analysis of Local Binary Descriptors for Plant Discrimination." In: Karuppusamy P., Perikos I., García Márquez F.P. (eds) Ubiquitous Intelligent Systems. Smart Innovation, Systems and Technologies, vol 243. Springer, Singapore. https://doi.org/10.1007/978-981-16-3675-2_22

Publisher : Springer, Singapore

Year : 2020

An Evaluation of Local Binary Descriptors for Facial Emotion Classification

Cite this Research Publication : Arya R., Vimina E.R. (March 2020) "An Evaluation of Local Binary Descriptors for Facial Emotion Classification" In: Saini H., Sayal R., Buyya R., Aliseri G. (eds) Innovations in Computer Science and Engineering. Lecture Notes in Networks and Systems, vol 103. Springer, Singapore. https://doi.org/10.1007/978-981-15-2043-3_24. Print ISBN978-981-15-2042-6, Online ISBN978-981-15-2043-3

Publisher : Springer, Singapore

Year : 2020

Three-Dimensional Protein Structure Prediction–Exploratory Review

Cite this Research Publication : Geethu, S., Vimina, E.R. (February 2021), "Three-Dimensional Protein Structure Prediction–Exploratory Review," In: Sengodan, T., Murugappan, M., Misra, S. (eds) Advances in Electrical and Computer Technologies. ICAECT 2020. Lecture Notes in Electrical Engineering, vol 711. Springer, Singapore. https://doi.org/10.1007/978-981-15-9019-1_5

Publisher : Springer, Singapore

Year : 2012

Image Retrieval using Local Colour and Texture Features

Cite this Research Publication : E R Vimina, K Poulose Jacob, "Image Retrieval using Local Colour and Texture Features", Proceedings of ICMET 2011 (London, UK), Advances in Intelligent and Soft Computing, Springer Berlin Heidelberg, Vol. 125, pp. 767-772, 2011.

Publisher : Springer Berlin Heidelberg

Year : 2012

Image Retrieval Using Low Level Features of Object Regions with Application to Partially Occluded images

Cite this Research Publication : E R Vimina, K Poulose Jacob, "Image Retrieval Using Low Level Features of Object Regions with Application to Partially Occluded images", 17th Ibero-American Congress on Pattern Recognition- CIARP 2012 (Argentina), Lecture Notes in Computer Science, Springer Berlin Heidelberg, Vol. 7441, pp. 422-429, 2012.

Publisher : Springer Berlin Heidelberg

Professional Experience

(22 years of teaching cum research)

  • Assistant Professor (Sr. Gr.), Department of Computer Science and IT, School of Computing, Amrita Vishwa Vidyapeetham-Kochi Campus (October 2018 – Till Date)
  • Assistant Professor, Department of Computer Science, Rajagiri College of Social Sciences, Kalamassery, Kochi (July 2005 – October 2018)
  • Lecturer, Department of Computer Science, Rajagiri College of Social Sciences, Kalamassery, Kochi (November 2001 – June 2005)
  • Lecturer, Department of Computer Science and Engineering, VLB Janakiammal College of Engineering and Technology, Coimbatore (May – August, 2001)
Awards and Recognitions
  • Amrita Innovation and Research Award-2021
Administrative Roles
  • Chairperson, Department of CS and IT, School of Computing, Amrita Vishwa Vidyapeetham-Kochi Campus
  • Research Head, School of Physical Sciences, Amrita Vishwa Vidyapeetham-Kochi Campus
  • Member, Board of Studies, Computer Science, Amrita Vishwa Vidyapeetham
  • Member, Board of Studies, Information Technology Branch, Rajagiri School of Engineering and Technology, Kochi
  • Member, Board of Studies, Dept. of Computer Science, Rajagiri College of Social Sciences (Autonomous), Kalamassery (2014-October 2018)
  • Assistant Controller of Examinations, Department of Computer Science, Rajagiri College of Social Sciences
  • Member, Board of Studies, Dept. of Computer Science, Rajagiri College of Social Sciences (Autonomous), Kalamassery (2014-October 2018)
  • Member, Academic Council, Rajagiri College of Social Sciences (Autonomous), Kalamassery (2014-2016)
Consultancy
  • Resource Person, Research WeeK, jointly organized by School of Computing and School of Physical Sciences- Amrita Vishwa Vidyapeetham-Kochi Campus, on 20-24 February 2023. Topic: Computer Vision and Pattern Recognition with Hand-crafted Features.
  • Resource Person- Interdisciplinary Research Methodology Webinar Series, organized by Amrita School of Arts and Sciences, Kochi, during November 2-5, 2020. Topic: Choosing Journals for Publication.
  • Session Chair for the 9th International Conference on Computing and Communications- ICACC 2019, Organized by Rajagiri School of Engineering and Technology, Kochi.
  • Reviewer/Technical Program Committee Member- 9th International Conference on Computing and Communications- ICACC 2019
  • Reviewer/Program Committee Member- 10th International Conference on Computing and Communications- ICACC 2021
  • Reviewer-Applied Artificial Intelligence
  • Reviewer-IET Image Processing
  • Reviewer-IETE Journal of Research
  • Reviewer/Techical Program Committee Member- International Conference on Advances in Computing, Communications and Informatics (ICACCI) during 2012,2013,2014,2015
  • Reviewer- IEEE Tencon 2016
Workshops / Seminars/ Conferences Organized
  • Convener, Research Week, jointly organized by School of Computing and School of Physical Sciences- Amrita Vishwa Vidyapeetham-Kochi Campus, on 20-24 February 2023.
  • Convener, IEEE Xplore Digital Library Training Program jointly organized by Department of Computer Science and IT- and Library and Information Sciences in association with IEEE on 23 February 2023
  • Convener, Hands-on workshop on ‘Data Science Using Python’ organized by Department of CS and IT, School of Computing, Amrita Vishwa Vidyapeetham-Kochi Campus on 6th August 2022
  • Convener, FDP on ‘Proposal Writing for Funded Projects’ organized by Department of Computer Science and IT, School of Computing- Amrita Vishwa Vidyapeetham-Kochi Campus on 7th May 2022
  • Convener, three days’ Hands-on Workshop on ‘Deep Leaning for Computer Vision and Time Series Data Analysis’ organized by Department of Computer Science and IT, Amrita School of Arts and Sciences, Kochi on 4-6 March 2021.
  • Convener, IEEE Xplore Digital Library Online Training Program on ‘Value of IEEE Publications in Research and Career Development’, jointly organized by Department of Computer Science and IT-ASAS-Kochi and Library and Information Sciences, ASAS-Kochi, on 21 November 2020
  • Convener, 3 Days Online Hands-on Workshop on Machine Learning, organized by Department of Computer Science and IT, Amrita School of Arts and Sciences, Kochi, during 9-11 October 2020
  • Co-Convener, 2 Days National Hands-on Workshop on Deep Learning, Organized by Department of Computer Science and IT, Amrita School of Arts and Sciences, Kochi, February 2019,
  • Convener- Hands-on Workshop on Ethical Hacking, organized by Department of Computer Science, Rajagiri College of Social Sciences, Kochi, February 2018
  • Convener- Cryptography and Network Security, organized by Department of Computer Science, Rajagiri College of Social Sciences, Kochi, July 2012
Workshops/ FDP/ Short Term Courses Attended
  • FDP on Computational Intelligence & Bio-inspired Systems, organized by Department of Computer Science and Engineering, Rajagiri School of Engineering and Technology from 24-29 January 2022
  • Five-day workshop on “Mathematics for Machine Learning” organized by Department of Basic & Applied Science, NIT Arunachal Pradesh from 25th  –30th January 2021 in online mode, sponsored by AICTE
  • Deep Learning- Part1((NPTEL Online Certification –Covid Impacted January 2020 Semester ) Understanding Research Methods (Coursera)
  • Programming, Data Structures and Algorithms Using Python (NPTEL Online Certification – Elite)
  • Five Days’ AICTE ATAL FDP on Data Science from 27 th to 31 st  January 2020, organized by the Division of Information Technology in association with Department of Computer Applications, CUSAT.
  • 2 Days National Hands-on Workshop on “Deep Learning”, organized by the Department of Computer Science and IT, Amrita School of Arts and Sciences, Kochi, held during 22-23 February 2019.
  • Two day workshop on “Deep Learning for Signal Processing”, organized by Amrita Center for Wireless Networks and Applications, Amrita Vishwa Vidyapeetham, Amritapuri campus, held during 4-5 January, 2019
  • Faculty Development Programme on “mastering the Techniques of Teaching”, organized by Rajagiri College of Social sciences, Kochi, during 23-26 May, 2018
  • International Faculty Development Programme on High Performance Computing and Data Science, organized by Rajagiri School of Engineering and Technology, Kakkanad during 17-22 August, 2017
  • “Workshop on Open GL” organized by Federal institute of Science and Technology, Angamaly on 24/1/2014
  • Faculty Development Programme on “Applications of Mathematics” organized by Rajagiri School of Engineering and Technology, Kakkanad during 3-15 December 2012.
  • 3 day National workshop on “Cryptography and Network Security”, organized by Department of Computer Science, Rajagiri College of Social Sciences, Kochi, during 5-7 July 2012
  • Mission10X workshop at Rajagiri School of Engineering and Technology, Kakkanad during 20-24 April 2009 organized by Wipro Technologies.
  • Short-term course on Embedded System Design Using Micro-controllers conducted by Sophisticated Test and Instrumentation Center (STIC), CUSAT during 18 Feb – 25 Feb 2006.
  • Training Course in Counseling at Morning Star Home Science College during 20 Oct – 22 Oct 2005.
Conferences/ Seminars/ Webinars Attended
  • 4th International Conference on Intelligent and Sustainable Systems (ICISS 2021), organized by SCAD College of Engineering and Technology, Thirunelveli, India, during 26-27 February 2021
  • 2nd International Conference on Advances in Electrical and Computer Technologies, June 2020
  • 2nd International Conference on Communication, Computing and Electronic Systems, October 2020
  • IEDC Summit Souvenir Lecture, Jointly organised by Kerala Start-up Mission and IEDC Sahrdaya, 19th October 2020
  • Preparing for Online Teaching” led by Dr. Muralee Thummarukudy, Chief of Operations at the Disaster Risk Reduction wing of United Nations Environment Programme, organized by SH college on 21st May 2020
  • AI for Drug Discovery in Epidemic Era, Organized by IET (The Institution of Engineering and Technology), 10th June 2020
  • International Conference on Knowledge Engineering- Theory and Practices, organized by Department of Computer Science, Rajagiri College of Social Sciences, Kochi during 24-25 July 2015
  • UGC sponsored National Seminar on “Advanced Research Methodology”, organized by Department of Social Work (Research), , Rajagiri College of Social Sciences, Kochi, during 17-19 March 2011.
  • Second National Conference on Computational Science and Engineering –NCCSE 2011, organized by Department of Computer Science, Rajagiri College of Social Sciences, Kochi during 4-6 February 2011
  • Four-day national Conference on Education and Research – ConFER 2009, organized by CSI Division V on Education and Research at Rajagiri School of Engineering and Technology, Kakkanad during 11-14 March 2009.
  • Two-day National Conference on Computational Science and Engineering – NCCSE 2009, organized by Rajagiri School of Computer Science, on February 6-7, 2009.
  • Two-day National Conference on Network Security NetSec2005, organized by Rajagiri School of Computer Science, on February 11-12, 2005.
Professional Memberships
  • Member, IEEE
  • Member, Computer Society of India (CSI)
  • Member, International Association of Engineers (IAENG)
Courses Taught
  • Machine Learning
  • Information Retrieval
  • Digital Image Processing
  • Bioinformatics
  • Operating Systems
  • Computer Organization and Architecture
  • Computer Graphics
  • Neural Networks
  • Fundamentals of Digital Systems
  • Microprocessors and Architecture
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