KUMARAVELAN G. Associate Professor

Profile Picture

  • Department of Computer Science- Karaikal Centre
  • School of Engineering & Technology
  • gkumaravelanpu@gmail.com

Academic Activity

Academic Activity Picture1

Academic Activity Picture2

Educational Qualification (UG,PG & Higher Order)

S.No Degree Subject/Title of thesis University/Board Year of Passing
1 PhD Computer Science Bharathidasan University 2013
2 MTech Advanced Information Technology Bharathidasan University 2009
3 MPhil Computer Science Manonmaniam Sundaranar University 2002
4 MSc Computer Science Pondicherry University 2000
5 BSc Computer Science Bharathidasan University 1998

Area of Specializaion

Data Science, Machine Learning, Human-Computer Interaction and Theory of Computation

Awards / Prizes Conferred

S.No Name / Title of the Award Type Name of the Agency conferred the Award Year of the Award Amount for Cash Award
1 Best Teacher Award REGIONAL Pondicherry University 2019 Citation alone
2 Best Teacher Award REGIONAL Pondicherry University 2018 Citation alone
3 Best Teacher Award REGIONAL Pondicherry University 2016 Citation alone
4 Best Teacher Award REGIONAL Pondicherry University 2015 Citation alone
5 Young Faculty Award NATIONAL Venus International Foundation 2015 Citation alone
6 Best Teacher Award REGIONAL Pondicherry University 2014 Citation alone

Teaching Experience

S.No Designation Department/Centre Institution
1 Lecturer(On contract basis) Computer Science Avvaiyar Govt College for Women, Karaikal
2 Lecturer Computer Science Bharathidasan University, Trichy
3 Assistant Professor Computer Science Pondicherry University, Karaikal Campus
4 Associate Professor Computer Science Pondicherry University, Karaikal Campus

Research Experience

S.No Designation Department/Centre Institution Area of Research
1 Assistant Professor Department of Computer Science, Karaikal Campus Pondicherry University Data Mining, Wireless Sensor Network, Natural Language Processing
2 Associate Professor Department of Computer Science, Karaikal Campus Pondicherry University AI, ML and DL

Industry Experience

S.No Designation Company/Corporate Nature of Work

Contribution towards Innovation

S.No Name of the Work/Contribution Specialization Remarks
1 Played a key roll in setting up Wi-fi facility to the Karaikal Campus IT Infrastructure Development As team member

Patent Details

S.No Title Status Patent Number Year of Award Type Commercialized Status

Papers Published in UGC Approved Journals

S.No Title Name of the Authors as per the order in Paper Journal Name Volume, Issue & Page Nos. Year Impact Factor
1 Toward Trustworthy Artificial Intelligence (TAI) in the Context of Explainability and Robustness Bhanu chander, Chinju John, Lekha Warrier, and Kumaravelan Gopalakrishnan ACM Computing Surveys https://doi.org/10.1145/3675392 2024 16.6
2 An Improved 2-Factor Authentication Scheme for WSN Based on ECC Bhanu Chander & Gopalakrishnan Kumaravelan IETE Technical Review Vol. 40 Issue 2, pp 167-178 2023 2.20
3 Outlier Detection in WSN with SVDD via Multi-Interpolation Auto-encoder Bhanu Chander and Kumaravelan Gopalakrishnan International Journal of Information and Computer Security Vol. 22, No.1, pp. 28-59 2023 0.91
4 An ECC-based Enhanced and Secured Authentication Protocol for IoT and Cloud Server Bhanu Chander, Kumaravelan Gopalakrishnan International Journal of Communication Networks and Distributed Systems Vol. 29 Issue 4, pp. 407-425 2023 1.54
5 Rice plant nutrient deficiency classification using modified MOBILENET convolutional neural network Majji V. Appalanaidu and G. Kumaravelan International Journal of Modeling, Simulation, and Scientific Computing Vol. 14 Issue 1, pp. 1-15 2023 0.923
6 Nutrient Deficiency Classification in Rice Plants using Densenet121 Majji V. Appalanaidu and G. Kumaravelan International Journal of Image and Graphics Vol. 22, No. 5, 2340010 (15 pages) 2023 0.915
7 Two-Stream Spatial–Temporal Feature Extraction and Classification Model for Anomaly Event Detection Using Hybrid Deep Learning Architectures P. Mangai, M. Kalaiselvi Geetha, and G. Kumaravelan International Journal of Image and Graphics DOI: 10.1142/S0219467824500529 2023 0.915
8 Multi-label Text Document Classification using Fuzzy Rough Set based on Robust Nearest Neighbor Method Bichitranada Behera, G.Kumaravelan, V.K. Mixymol NeuroQuantology Volume 20, Issue 8, Page 977-986 2022 0.453
9 RFID tag-based Mutual Authentication protocol with improved Security for TMIS Bhanu Chander and Kumaravelan Gopalakrishnan International Journal of Information and Computer Security volume 18, issue 3-4, pp. 383-405 2022 0.91
10 A secured and lightweight RFID-tag based authentication protocol with privacy-preserving in Telecare medicine information system Bhanu Chander and Kumaravelan Gopalakrishnan Computer Communications Volume 191, Pages 425-437 2022 3.167
11 Outlier Detection Strategies for WSNs: A Survey G. BhanuChander and G. Kumaravelan Journal of King Saud University - Computer and Information Sciences Volume 34, Issue 8 and pp. 5684-5707 2022 8.839
12 Text document classification using fuzzy rough set based on robust nearest neighbor (FRS-RNN) Bichitrananda Behera and G.Kumaravelan Soft Computing Vol. 25, pp. 9915–9923 2021 3.050
13 Secure authentication in IoT and cloud server: An ECC based practice G. BhanuChander and G. Kumaravelan Journal of Discrete Mathematical Sciences and Cryptography Volume 24, Issue 5, pp. 1229-1240 2021 0.574
14 Performance evaluation of Machine learning algorithms in Biomedical Document Classification Bichitrananda Behera, G. Kumaravelan International Journal of Advanced Science and Technology Vol. 29(5), pp. 5704 – 5716 2020 0.78
15 A Novel Information model for an Interactive beginner Learning system through mobile Apps M. Jeevarathinam and G. Kumaravelan International Journal for Research in Engineering Application & Management Vol-4(2), pp. 309-313 2018 2.32
16 Progressive Learning and Education through Mobile Apps - A Conceptual View M. Jeevarathinam and G. Kumaravelan International Journal for Research in Engineering Application & Management Vol-4(2), pp. 273-277 2018 2.32
17 Simple and Secure Authentication in Wireless Sensor Network Using Digital Certification G. Bhanu Chander and G. Kumaravelan International Journal of Pure and Applied Mathematics Vol. 119(16), pp. 137-143 2018 1.12
18 One class SVMs Outlier Detection for Wireless Sensor Networks in Harsh Environments: Analysis G. Bhanu Chander and G. Kumaravelan International Journal of Recent Technology and Engineering Vol. 7(4), pp. 294-301 2018 0.23
19 A Analysis of Machine Learning in Wireless Sensor Network G. Bhanu Chander and G. Kumaravelan International Journal of Engineering & Technology Vol. 7(4), pp. 185-192 2018 0.45
20 Intensified Sentiment Analysis of Customer Care Audio using Acoustic and Textual Features G.Sureshkumar and G.Kumaravelan ETRI Journal Vol. 38(3), pp. 494-501 2016 2.14
21 Evaluation of Pursuit Learning Automata Approach for Policy Optimization of POMDP-based Spoken Dialogue System G.Kumaravelan and R. Lakshmi International Journal of Applied Engineering Research Vol. 11(11) pp. 110-121 2016 0.86
22 Development of a Novel Gene Repair Operator for Genetic Algorithms for Permutation Problems R. Lakshmi and G.Kumaravelan International Journal of Control Theory and Applications Vol. 9(3), pp. 117-126 2016 0.64
23 Learning automata based approach to learn dialogue policies in large state space G.Kumaravelan and R.Sivakumar International Journal of Intelligent Information and Database System Vol. 6(2), pp. 180-199 2012 1.60

Papers Published in Non UGC Approved Peer Reviewed Journals

S.No Title Name of the Authors as per the order in Paper Journal Name Volume, Issue & Page Nos. Year Impact Factor
1 Towards the Deployment of Machine Learning Solutions for Document Classification Bichitrananda Behera, G. Kumaravelan International Journal of Computer Sciences and Engineering Vol.7(6), pp. 193-201 2019 0.21
2 A Survey of Machine Learning Algorithms in IOT based Wireless Sensor Network for Crop Yield Prediction in Precision Farming Prem Kumar. B, G. Suresh Kumar, G. Kumaravelan and N. Vinoda International Journal of Advance and Innovative Research Vol.6(2), pp. 87-95 2019 0.12
3 Reshaping of Marketing with Artificial Intelligence and Machine Learning Bhanu Chander, G. Kumaravelan, Naidu and Chelli Ashok International Journal of Advance and Innovative Research Vol.6(2), pp. 1-5 2019 0.12
4 Empirical Evaluation of Machine Learning Algorithms for Automatic Document Classification T. Chakravarthy, G.Kumaravelan and P.V.Arivoli International Journal of Advanced Research in Computer Science Vol. 8(8), pp. 299-302 2017 1.2
5 Learning automata based solution for optimizing dialogue strategy in spoken dialogue system G.Kumaravelan and R.Sivakumar International Journal of Computer Applications International Journal of Computer Applications 2012 0.44

Papers Published in Conference Proceedings

S.No Title Name of the Authors as per the order in Paper Details of Conference Publication Page Nos. Year
1 Classification of Plant Disease using Machine Learning Algorithms Majji V. Appalanaidu and G. Kumaravelan Sixth International Conference on Computational Intelligence and Communication Technologies (CCICT), Sonepat, India, doi: 10.1109/CCICT62777.2024.00011 1-7 2024
2 Towards the Deployment of Deep Learning Solutions in Plant Nutrient Deficiency Identification and Classification Majji V. Appalanaidu and G. Kumaravelan 5th International Conference on Inventive Research in Computing Applications (ICIRCA) pp. 232-239 2023
3 Temporal Features-Based Anomaly Detection from Surveillance Videos using Deep Learning Techniques P. Mangai, M. Kalaiselvi Geetha and G. Kumaravelan IEEE Second International Conference on Artificial Intelligence and Smart Energy (ICAIS-2022) 490 -497 2022
4 An Efficient Key Frame Extraction from Surveillance Videos for Real-World Anomaly Detection Mangai, P., Geetha, M.K., Kumaravelan, G. Third International Conference on Image Processing and Capsule Networks. ICIPCN 2022. Lecture Notes in Networks and Systems 197–212 2022
5 Cluster-Based Probabilistic Neural Networks for Outlier Detection Via Autoencoder Variants Chander, B., Kumaravelan In: Gupta, D., Sambyo, K., Prasad, M., Agarwal, S. (eds) Advanced Machine Intelligence and Signal Processing. Lecture Notes in Electrical Engineering, vol 858. Springer, Singapore. https://doi.org/10.1007/978-981-19-0840-8_45 589–602 2022
6 ECC-Based Secure and Efficient Authentication for Edge Devices and Cloud Server with Session Key Establishment Chander, B., Kumaravelan In: Ullah, A., Anwar, S., Rocha, Á., Gill, S. (eds) Proceedings of International Conference on Information Technology and Applications. Lecture Notes in Networks and Systems, vol 350. Springer, Singapore. https://doi.org/10.1007/978-981-16-7618-5_12 133–143 2022
7 Auto-encoder—LSTM-Based Outlier Detection Method for WSNs Chander, B., Gopalakrishnan, K. In: Gopi, E.S. (eds) Machine Learning, Deep Learning and Computational Intelligence for Wireless Communication. Lecture Notes in Electrical Engineering, vol 749. Springer, Singapore. https://doi.org/10.1007/978-981-16-0289-4_8 109–119 2021
8 Secure, Efficient, Lightweight Authentication in Wireless Sensor Networks Chander, B., Gopalakrishnan, K. In: Gopi, E.S. (eds) Machine Learning, Deep Learning and Computational Intelligence for Wireless Communication. Lecture Notes in Electrical Engineering, vol 749. Springer, Singapore. https://doi.org/10.1007/978-981-16-0289-4_22 303–312 2021
9 Outlier Detection in Wireless Sensor Networks with Denoising Auto-Encoder Chander, B., Kumaravelan G In: Internet of Things and Connected Technologies. ICIoTCT 2020. Advances in Intelligent Systems and Computing, vol 1382, Springer, Cham. https://doi.org/10.1007/978-3-030-76736-5_35. 379–388 2021
10 A Review of Machine Learning Approaches in Plant Leaf Disease Detection and Classification Majji V Applalanaidu and G. Kumaravelan Third International Conference on Intelligent Communication Technologies and Virtual Mobile Networks (ICICV), Francis Xavier Engineering College, Department of Electronics and Communication Engineering, Tirunelveli, 4-6 Feb. 2021, IEEE Explorer pp. 716-724 2021
11 Plant Leaf Disease Detection and Classification Using Machine Learning Approaches: A Review Majji V Applalanaidu and G. Kumaravelan 8th International Conference on Innovations in Computer Science and Engineering (ICICSE-2020), Guru Nanak University, Hyderabad, 28-29 August,2020, Lecture Notes in Networks and Systems, vol 171. Springer, Singapore. https://doi.org/10.1007/978-981-33-4543-0_55. pp 515-525 2020
12 Performance Evaluation of Deep Learning Algorithms in Biomedical Document Classification Bichitrananda Behera and G. Kumaravelan 11th International Conference on Advanced Computing (ICoAC) IEEE Xplorer pp. 220-224 2019
13 Simple and Secure Authentication in Wireless Sensor Network Using Digital Certification G. Bhanu Chander and G. Kumaravelan International Conference on Information, Communication & Digital Security (ICICDS-2018) 132-139 2018
14 An Analysis of Machine Learning in Wireless Sensor Network G. Bhanu Chander and G. Kumaravelan International Conference on Advanced Machine Learing and Soft Computing 120-128 2018
15 Effectiveness of Learning Dialogue Polices in POMDP-based Spoken Dialogue System G.Kumaravelan International Conference on Advances in Scientific Computing, IIT Madras, Chennai, 28-30 November 2016 pp. 101-108 2016
16 Pursuit Learning automata approach For Policy optimization Of a Pomdp-Based spoken dialogue system G.Kumaravelan National Conference on NXTGEN DEVELOPMENTS IN COMPUTER SCIENCE AND MATHEMATICS, Department of Computer Science & Mathematics, Shree Chandraparabu Jain College, Chennai, India, ISBN No.:978-81-9078-799-1 pp. 674-681 2016
17 Sample Efficient Learning Automata based Approach for Optimization of a POMDP Spoken Dialogue System G.Kumaravelan and G. Sureshkumar International Conference on Emerging Trends in Information Technology, Anna University, BIT Campus, Tiruchirappalli, 9-10 March 2015, ISBN 978-93-80509-59-4 pp. 22-28 2015
18 The Role of PARADISE Framework for Evaluating Dialogue Strategies in Spoken Dialogue Systems G.Kumaravelan and Ramashankar Nayak International Conference on Science and Innovative Engineering, Jawahar Engineering college, Chennai, 5-6 April 2014, ISBN 978-81-904760-5-8 pp. 121-128 2014
19 Learning Optimal dialogue strategies in Spoken dialogue system using statistical approach: A review G.Kumaravelan International conference on statistical theory and practice (ICRDSTAP), Department of Statistics, Pondicherry University, Puducherry, India, Dec 14-16,2013 ISBN 978-93-83459-13-1 pp.26-32 2013
20 Optimizing Dialogue Strategy in Large-Scale Spoken Dialogue System: A Learning Automaton based approach G.Kumaravelan and R.Sivakumar Fourth International Conference on Signal and Image Processing, Dec 13-15, 2012, Dr.N.G.P Institute of Technology, Kalapatti, Coimbatore, India. Lecture Notes in Electrical Engineer, (Springer, ISBN: 978-1-4244-5967-4) pp. 15-26 2012
21 Automatic Construction of Domain Ontology Using Dependence Parsing Patterns and word Net Similarity G.Sureshkumar and G.Kumaravelan IEEE International Conference on Computational Intelligence and Computing Research, TamilNadu College of Engineering, Coimbatore-641 659, India. Dec 18-20, 2012, (IEEE xplorer, ISBN: 978-1-46734-2481-6) pp. 144-148 2012

Books

S.No Title of the Book Name of the Authors as per the order in Book Publisher Year ISBN No.
1 Learning Automata Based Approach to Optimise Spoken Dialogue Policies G.Kumaravelan Lambert Academic Publishing 2016 978-3-659-74142-5
2 Fundamentals of Operation Systems G.Kumaravelan PRDAG Print Publications 2014 978-93808002-5-7
3 Basics of Human-Computer-Interaction G.Kumaravelan PRDAG Print Publications 2014 978-93808002-4-0
4 Object Oriented Programming with C++ G.Kumaravelan, A.B. Karthick Anand Babu and D. Maghesh Kumar ABC Press 2013 978-93-5137-069-7

Chapters in Books

S.No Title of the Chapters Name of the Authors Title of the Book Publisher Year ISBN No.
1 Integration of Artificial Intelligence Techniques for Energy Management Bhanu Chander and Kumaravelan Gopalakrishnan Sustainable Management of Electronic Waste Wiley 2024 9781394166923
2 Unsupervised clustering techniques • Bhanuchander and Kumaravelan Statistical Modelling in Machine Learning: Concepts and Applications Elsevier 2023 978-0-323-91776-6
3 Cyber Security with AI—Part I Chander B., Kumaravelan G The "Essence" of Network Security: An End-to-End Panorama Springer 2021 978-981-15-9316-1
4 Internet of Things: Foundation G. Bhanu Chander and G. Kumaravelan Principles of Internet of Things (IoT) Ecosystem: Insight Paradigm Springer 2020 978-3030335953
5 Security Vulnerabilities and Issues of Traditional Wireless Sensors Networks in IoT G. Bhanu Chander and G. Kumaravelan Principles of Internet of Things (IoT) Ecosystem: Insight Paradigm Springer 2020 978-3030335953
6 Wearable Sensor Network for Patient Health Monitoring: Challenges, Applications, Future Directions, and Acoustic sensor challenges G. Bhanu Chander and G. Kumaravelan Healthcare Paradigms in the Internet of Things Ecosystem Elsevier 2020 9780128196649
7 Deployment of Supervised Machine Learning Algorithms in Biomedical Text Classification G. Kumaravelan and Bichitrananda Behera Handbook of Artificial Intelligence in Biomedical Engineering CRC Press, Taylor & Francis Group 2020 978-1-77188-920-9
8 Introduction to Wireless Sensor Networks G. Bhanu Chander and G. Kumaravelan Soft Computing in Wireless Sensor Networks CRC Press, Taylor & Francis Group 2018 9780815395300

Edited Books

S.No Title of the Book Name of the Authors as per the order in Book Publisher Year ISBN No.
1 Intelligent Wireless Sensor Networks and the Internet of Things: Algorithms, Methodologies, and Applications Bhanu Chander, Anoop Benet Nirmala, Koppala Guravaiah, G. Kumaravelan Taylor and Francis Group 2024 9781032459516
2 Handbook of AI-Based Models in Healthcare and Medicine: Approaches, Theories, and Applications Bhanu Chander, Koppala Guravaiah, Anoop Benet Nirmala, G. Kumaravelan Taylor & Francis Group 2024 9781032419152

Ongoing Projects

S.No Title of the Project Sponsored By Period Sanctioned Amount(Rs. Lakh) Year

Ongoing Consultancy Works

S.No Title of the Consultancy Work Sponsored By Period Sanctioned Amount(Rs. Lakh) Year

Completed Projects

S.No Title of the Project Sponsored By Period Sanctioned Amount(Rs. Lakh) Year

Completed Consultancy Works

S.No Title of the Consultancy Work Sponsored By Period Sanctioned Amount(Rs. Lakh) Year

Career Guidance Offered to students

S.No Name of the Scheme No. of Students Competitive Examinations/ Career Counseling No. of Students Passed No. of Students Placed
1 Pondicherry University Placement Scheme 96 Pre-Placement Training -- 43
2 Free UGC NET Exam Coaching Camp 16 UGC NET Paper I 4 ---

List of capability enhancement such as Soft skill development, Remedial coaching, Language lab,
Bridge courses, Yoga, Meditation, Personal Counselling and Mentoring etc.,

S.No Name of the Programme/Scheme Date of Implementation No. of Students Enrolled Agencies Involved
1 Meditation 20-10-2016 62 Healthfulness Institute

Research Guidance - PG

S.No Year Degree No. of Students Awarded Department/Centre
1 2024 MCA 5 Computer Science
2 2023 MCA 5 Computer Science
3 2022 MCA 7 Computer Science
4 2021 MCA 07 Computer Science
5 2020 MCA 08 Computer Science
6 2019 MCA 07 Computer Science
7 2018 MCA 05 Computer Science
8 2017 MCA 05 Computer Science
9 2016 MCA 05 Computer Science
10 2015 MCA 05 Computer Science
11 2014 MCA 06 Computer Science
12 2013 MCA 04 Computer Science
13 2012 MCA 06 Computer Science

Research Guidance - Ph.D

S.No Student Name Registration Date Registration No. Thesis Title Thesis Submitted Status Thesis Submitted Date Vivavoce Completed Status Date Awarded
1 MIXYMOL V.K. 03-10-2017 1700106104 Privacy Preserving Text Document Classification using Federated Learning YES 01-04-2024 YES 18-09-2024
2 V.APPALANAIDU MAJJI 18-09-2017 1700106103 CNN-based Transfer Learning Methods for Nutritional Deficiency Classification in Rice Plant YES 14-09-2022 YES 17-04-2023
3 GUJUROTHU BHANU CHANDER 30-08-2017 1700106101 Cluster-based Machine Learning Techniques for Outlier Detection in Wireless Sensor Networks YES 14-12-2021 YES 14-07-2022
4 BICHITRANANDA BEHERA 18-09-2017 1700106106 Text Document Classification using Fuzzy Rough Set based on Robust Nearest Neighbor Method YES 25-01-2022 YES 11-07-2022

Research Guidance - Post Doctoral

S.No Scholar Name Designation Funding Agency Fellowship Title Year of Joining Year of Completion

Financial assistance availed to attend conferences / workshops and to pay membership fee
of professional bodies during the year

S.No Conference/ workshop attended for which financial support provided Professional body for which membership fee is provided Amount of Support Place From Date To Date Year

E-Lecture Details

S.No E-Lecture Title Development of e-content/e-learning/delivering Member of Editorial Bodies Reviewer/Referee of
Content/Module Title Institution/Platform Year Weblink

Details of Online Education Conducted

S.No Nature of Online Course No. of Sessions Target Group Date

Invited Talks in Conference/Seminar/Workshop/Training Programme

S.No Title of the Paper Conferences/Seminar/Workshop/Training Programme Organized by Whether International / National / State / Regional / College or University Level From To Year
1 Large Language Models International Conference on Computing Information Electronics and Electrical Engineering Department of Computer Science and Engineering, Idhaya Engineering College for Women, Chinnasalem International 27-04-2024 27-04-2024 2024
2 Natural Language Processing Workshop on Artificial Intelligence and Machine Learning Department of Computer Science and Engineering, Idhaya Engineering College for Women, Chinnasalem International 27-04-2024 27-04-2024 2024
3 Unsupervised learning, Maximum margin Classifiers and Instance based Learning Anna University Sponsored Six Day FDP Department of ECE, SRM TRP Engineering College, Trichy National Level 01/02/2024 01/02/2024 2024
4 Text Analytics One Day Seminar on Data Science Department of Computer Science and Applications, Don Bosco college of Arts and Science, Karaikal College Level 18-10-2024 18-10-2024 2024
5 First Order Logic FDP on Artificial Intelligence Department of Computer Science and Engineering, RMD Engineering College, Chennai State Level 11-09-2023 11-09-2023 2023
6 Artificial Intelligence FDP Department of Computer Science and Engineering, R.M.K Engineering College College Level 30-05-2023 30-05-2023 2023
7 Collaborative Machine Learning Algorithms and its Applications International Conference on Advances in Data Science: Recent Innovations in IOT and AI SRM Institute of Science and Technology International 30-03-2023 30-03-2023 2023
8 Role of Machine Learning Algorithm For Sustainable Computing Technical Seminar Mailam Engineering College College Level 28-03-2023 28-03-2023 2023
9 Edge Computing Conference Department of Computer Applications, Holly Cross College, Trichy International 28-02-2023 28-02-2023 2023
10 Role of Machine Learning Algorithms in Sustainable Computing National Conference on Sustainable Computing and Development (NCSCD-2023) PSG College of Arts and Science National 02-02-2023 02-02-2023 2023
11 Text Analytics FDP on Machine Intelligence and Futuristic Research Directions Department of Data Science and Business systems, SRM, Chennai State Level 06-09-2023 06-09-2023 2023
12 Statistical methods and Numerical Analysis using SPSS and Matlab Two Day Workshop on Statistical and Numerical Analysis Department of Mathematics, Swami Dayananda College of Arts and Science, Thiruvarur College Level 07-09-2023 08-09-2023 2023
13 Prowess of Machine Learning in Similarity Analysis One Day Seminar on Machine Learning Department of Computer Science, EGS Pillay Arts and Science College, Nagapattinam College Level 20-09-2023 20-09-2023 2023
14 Introduction to ML applications and national needs INSA sponsored National level Seminar on Data Science and Machine Learning: Unleashing the power of Mathematical Algorithms IFET College of Engineering National Level 26-10-2023 26-10-2023 2023
15 E-content development tools FDP on E-content Development Vinayaka Missions College of Nursing, Karaikal College Level 30-11-2023 30-11-2023 2023
16 Automated Diagnosis of Diabetes based on ML and NLP in Healthcare AICTE-ATAL FDP on Research Trends and Techniques in AI and ML towards Healthcare Department of CSE, IFET College of Engineering, Villupuram National Level 09-12-2023 09-12-2023 2023
17 Prowess of Explainable AI in Text Document Analytics FDP on Building Intelligent Decision Support Systems and Harnessing the Power of Explainable AI - A Hands on FDP SCORE, VIT, Vellore National Level 28-11-2023 28-12-2023 2023
18 Dynamic Participant Selection in Federated Learning and Explainable AI in Federated Learning Models ATAL Sponsored FDP Department of Computer Applications, AVC Engineering College, Mayiladuthurai National Level 21/12/2023 21/12/2023 2023
19 Computational Sustainability Five Day Online Workshop on PU Self sustainable Development Goals IQAC, Pondicherry University University Level 25/01/2022 25/01/2022 2022
20 Research and Developments in Computer Science Training Programme Tamil Nadu State Council for Higher Education, Chennai. and Thiru. Vi. Ka. Govt. Arts College, Thi Regional 05-05-2022 05-05-2022 2022
21 Data Science Webinar Adhiyaman Arts and Science College for Women, Uthangarai National 07-05-2022 07-05-2022 2022
22 Data Science National level symposium Expo2k22 Department of Computer Science, M.G.R. College, Hosur. National level 30/03/2022 30/03/2022 2022
23 Data Analytics using R Programmeing Outreach Programme Dr. Kalaignar M. Karunanidhi Goivernment Institute for PG Studies and Research, Karaikal College Level 15/02/2022 15/02/2022 2022
24 Basics of data science using R One Day Workshop Kings Engineering College, Thanjavur Regional Level 19-05-2022 19-05-2022 2022
25 Learning Set of First Order Rules, Induction on Inverted Deduction, Inverting Resolution Faculty Development Training Programmee on Machine Learning Techineques Department of Computer Science and Engineering, Anna University, Thirunelveli State Level 09-07-2022 09-07-2022 2022
26 Text Document Classification using Machine Leaning Algorithm: Roadmap to Social Media Analytics DST Sponsored One Week Workshop Department of Computer Science and Engineering, NIT Puducherry National 29-07-2022 29-07-2022 2022
27 Text Analytics using Machine Learning Algorithms FDP on Applications of Machine Learning in Modern Cloud Era Department of Computer Science and Applications, Periyar Maniammai Institute of Science & Technology National 29-10-2022 29-10-2022 2022
28 Data Analytics and Text Analytics using R Programming FDP on Advanced Tools and Techniques for Best Research RV Institute of Technology and Management, Bengaluru National 28-09-2022 28-09-2022 2022
29 Supervised Machine Learning Algorithms with Case Studies FDP on Latest Trends in Data Science Kings College of Engineering, Punalkulam International 21-09-2022 22-11-2022 2022
30 Text Analytics Webinar Department of Computer Appliations, EGSP Arts and Science College, Nagapattinam College Level 02-09-2022 02-09-2022 2022
31 Machine Learning One day National Seminar on Analyze & Aware Department of Computer Science, Dharmapuram Gnanmbigai Government Arts College for Women, Mayiladuth National Level 05/02/2021 05/02/2021 2021
32 Plant Disease Identification and Classification using Machine Learning Algorithms Webinar on Health Care Analytics Department of Computer Science, St. Mary’s College, Thoothukudi. Regional Level 20/04/2021 20/04/2021 2021
33 Online Learning Platforms and Resources One Day Webinar RB Art and Science College for Women, Thiruvarur College Level 26/04/2021 26/04/2021 2021
34 Text analytics One Day Technical Workshop Department of Computer Science and Engineering, New Horizon College of Engineering, Bangalore College Level 22/05/2021 2021 2021
35 Text Analytics: Road Map to Social Media Network Analysis RAAKCET Online Webinar Series (ROWS) RAAK College of Engineering and Technology, Pondicherry National Level 27/05/2021 27/05/2021 2021
36 Mathematics for Data Science Five days national level virtual faculty development program on “research perspectives on data science and deep learning Department of Computer Science and Engineering, New Horizon College of Engineering, Bangalore National Level 13/07/2021 13/07/2021 2021
37 Transformative Reforms under National Education Policy - 2020 One Day Workshop on NEP Department of Computer Science and Engineering, KSR College of Technology College Level 11/09/2021 11/09/2021 2021
38 R - Learning Refresher Course UGC-HRDC, Bharathidasan University, Trichirappalli National Level 25/09/21 25/09/21 2021
39 Text Document Classification using Machine Learning Techniques Refresher Course UGC-HRDC, Bharathidasan University, Trichirappalli National Level 30/09/21 30/09/21 2021
40 Statistical Analytics using Python Online Workshop Vidyavardhaka College of Engineering, Mysore College Level 10/12/2021 10/12/2021 2021
41 Hands-on Document Analytics using Machine Learning Algorithms One Week AICTE- ISTE Sponsored Refresher Course on Intelligent Computing using Python Sona College of Technology, Salem National Level 27/12/2021 27/12/2021 2021
42 Text Analytics using R with Demo One Week Workshop on Emerging Trends in Artificial Intelligence and Data Science Department of Computer Science and Engineering, ST Joseph Engineering College, Mangalutu National 04/08/2020 04/08/2020 2020
43 Machine Learning: A Learning Journey Two Day Online Executive Development Programme on Big Data Analytics for Business Administration Department of Management, Pondicherry University, Karaikal Campus National 07/08/2020 07/08/2020 2020
44 Principles of Web Designing Technical workshop Kumaraguru College of Arts and Science, Coimbatore College level 24/08/2020 24/08/2020 2020
45 Text Analytics using R One Week Online Faculty Development Programme on Data Science and its Applications Department of Computer Science, Central University of Tamil Nadu, Thiruvarur National level 06/10/2020 06/10/2020 2020
46 Mathematical Foundations on Data Sciences Five Days Faculty Development Programme on Data Sciences (ATAL) Department of Computer Science, Central University of Kerala,Periya, Kasaragod National level 16/12/2020 16/12/2020 2020
47 Document Classification Using ML algorithms Five Day FDP on Deep Learning and NLP using modern tools Department of Computer Science and Engineering, Bangalore Institute of Technology, Bangalore National 22/07/2020 22/07/2020 2020
48 Data Science with R Programming Five Day Live Webinar on Recent Trends in Information Technology Department of Information Science & Engineering, Bangalore Institute of Technology, Bangalore National 05/06/2020 05/06/2020 2020
49 Text Document similarity analysis using R programming One week FDP on Data Science with R Programming for Data Analysis Department of Computer Science and Engineering, SIT, Maharastra National 04/06/2020 04/06/2020 2020
50 Supervised and Unsupervised learning ATAL Academy Sponsored Five day National Workshop on AI Electrical Engineering Applications National Institute of Technology, Puducherry National Level 09/01/2020 09/01/2020 2020
51 R Programming One Day Workshop on Data Analytics The Standard Fireworks Rajaratnam College for Women (Autonomous), Sivakasi National Level 28/01/2020 28/01/2020 2020
52 Inaugural address One Day National Workshop on Biovision 2020 SIR ISSAC Newton College of Arts and Science, Nagapattinam National Level 11/02/2020 11/02/2020 2020
53 Tamil Computing One Day National Workshop on tamil computing Tamil computing cybernetics and security University Level 25/02/2020 25/02/2020 2020
54 Text Analytics - Document Similarity Analytics Free Webinar series on biggest Technology Trends in 2020 Dr. N.G. P Institute of Technology, Coimbatore National Level 19/05/2020 19/05/2020 2020
55 Text Analytics – Document Classification Free Webinar series on Futuristic Technologies of Computer Science Department of Computer Science and Engineering, Bangalore Institute of Technology, Bangalore National Level 22/05/2020 22/05/2020 2020
56 Role of IT in Entrepreneurship Entrepreneur Awareness Camp sponsored by DST PKIET, Karaikal College Level 21/02/2019 21/02/2019 2019
57 MOOCS and e-content Development UGC sponsored Workshop on ICT enabled Research and Teaching Learning Processes Tamil University, Thanjavur University Level 23/03/2019 23/03/2019 2019
58 R Programming Four Day National Workshop on Quantitative Techniques in Financial Research Department of Statistics, Pondicherry University National Level 03/04/2019 03/04/2019 2019
59 Logical Reasoning and Information Technology Two Day Workshop on UGC NET Exam RB Art and Science College for Women, Thiruvarur College Level 11/06/2019 11/06/2019 2019
60 Reinforcement Learning Two Day Workshop on Machine Learning Department of Computer Science and Engineering, Sri Ramakrishna Engineering College, Coimbatore State 04/07/2019 04/07/2019 2019
61 Supervised Learning Algorithms One Day Seminar on Machine Learning RB Art and Science College for Women, Thiruvarur College Level 11/07/2019 11/07/2019 2019
62 Text Analytics One Day Workshop on Data Analytics using R Department of Computer Science, EGS Pillay College, Nagapatinam College Level 03/08/2019 03/08/2019 2019
63 Inaugural address National Level Technical Symposium MGR College, Hosur National Level 05/09/2019 05/09/2019 2019
64 Inaugural address CSI Student Chapter Department of Information Technology, Oxford Engineering College, Trichy College Level 06/09/2019 06/09/2019 2019
65 Session Chair International Conference on Advances in Computing and Information Technology Dept of CSE, Annamalai University International 25/09/2019 25/09/2019 2019
66 Machine Learning Refresher Course UGC-HRDC, Bharathidasan University, Trichirappalli National Level 07/12/2019 07/12/2019 2019
67 R Programming Refresher Course UGC-HRDC, Bharathidasan University, Trichirappalli National Level 14/12/2019 14/12/2019 2019
68 Text Analytics Refresher Course UGC-HRDC, Bharathidasan University, Trichirappalli National 06/03/2018 06/03/2018 2018
69 IOT Symposium DBCAP 2018 Department of Computer Science and Application, Don Bosco College, Karaikal Regional 28/02/2018 28/02/2018 2018
70 Markovian Decision Making National Workshop on Mathematical Visualization Dept of Mathematics, Avvaiyar Govt. College for Women, Karaikal National 13/03/2018 13/03/2018 2018
71 NP-hard Problems National Workshop on Computing and Mathematical Simulation Dept of Mathematics, Arignar Anna Govt. Arts and Science College, Karaikal National 27/03/2018 27/03/2018 2018
72 Classification and Clustering of Text Data One Day seminar on Text Analytics A.D.M College for Women (Autonomous), Nagapattinam College Level 10/07/2018 10/07/2018 2018
73 Theory of Computation Anna University approved Faculty Development Training Programme Vivekanandha College of Engineering for Women, Tiruchengode State 26/11/2018 27/11/2018 2018
74 R Programming Seven Day National Level Short Term Course on Scilab, Latex and R Programming Department of Mathematics, Pondicherry University National 23/07/2018 23/07/2018 2018
75 Theory of Computation FDP on Theory of Computation AVC College of Engineering, Mayiladuthurai. State 24/05/2017 25/05/2017 2017
76 Social media Analysis National Seminar on Recent Developments in Computer Networks (NSRDCN-2016) Alagappa University National 07/11/2016 07/11/2016 2016
77 Big Data Analytics National Seminar on Recent Trends in Big Data Analytics Sir Issac Newton College of Arts and Science, Nagapattinam National 17/09/2016 17/09/2016 2016
78 Text Mining National level workshop on Knowledge discovery in structured and unstructured data Kongu College of Arts and Science, Karur National 22/03/2016 22/03/2016 2016
79 Data Mining Using Weka FDP on Data Mining and Grid Computing Lab AVC College of Engineering, Mayiladuthurai. State 24/05/2016 24/05/2016 2016
80 Cybernetics International Interdisciplinary Conference on E-Technologies in Anthropology Bon Secours College for Women, Thanjavur, India International 18/03/2015 18/03/2015 2015
81 Spoken Dialogue System One Day National level Workshop on Recent Trends in Human-Computer Interaction Computer Society of India, Tiruchirappalli Chapter National 28/02/2015 28/02/2015 2015
82 Machine Learning One Day National Seminar on “Innovations on Computational Intelligence RDB College of Arts and Science, Papanasam, Thanjavur National 08/03/2014 08/03/2014 2014
83 Cryptovirology National level Technical Symposium Dept. of CSE&IT, Karaikal Polytechnic college, Karaikal National 11/02/2014 11/02/2014 2014
84 Text Mining National level seminar funded by AICTE on New frontiers in data mining Dept. of Information Technology, PSN college of engineering and technology, Tirunelveli National 22/03/2014 22/03/2014 2014
85 Big Data mining with R and Rattle ISTE-PTU sponsored FDP Department of Computer Applications, AVC College of Engineering, Mayiladuthurai. National 06/08/2014 06/08/2014 2014
86 Green IT UGC Aided One day Seminar on Recent trends in Information Technology AVC College, Mayiladuthurai. National 07/10/2014 07/10/2014 2014
87 E-Commerce Faculty Development Programme APITCO, Hyderabad National 29/05/2013 29/05/2013 2013
88 Reinforcement Learning Refresher Course UGC-Academic Staff college, Bharathidasan University, Trichirappalli National 03/07/2013 03/07/2013 2013
89 Android and its applications National level Seminar in Android Applications RVS College of Computer Applications, Karaikal National 31/07/2013 31/07/2013 2013
90 Developing Mobile applications using Android National level Seminar in Android application development Nethaji Subash Chandra bose College, Thiruvarur Regional 30/08/2013 30/08/2013 2013
91 Machine Learning National level Conference on Advances in Machine Intelligence Annai College, Kombakonam National 01/10/2013 01/10/2013 2013
92 Advanced Java Programming (JSP) Faculty Development and Training Programme AVC College of Engineering, Mayiladuthurai. National 19/12/2013 19/12/2013 2013
93 IT Applications in Business Organizations National level seminar on IT Applications in Business and Service Organizations RVS Institute of Computer Applications, Karaikal. National 03/03/2012 03/03/2012 2012
94 HCI and Intelligent User Interfaces UGC Aided National Level Seminar AVC College, Mayiladuthurai National 17/02/2012 17/02/2012 2012
95 Computational Complexity Analysis Refresher Course UGC-Academic Staff college, Bharathidasan University, Trichirappalli National 30-01-2012 30-01-2012 2012

Conferences/Seminars Organized

S.No Title of the Programme Sponsors Venue & Duration Whether International / National / State / Regional / College or University Level From To Year
1 National conference on future computing-NCFC2012 Pondicherry University Karaikal, One day National 30-03-2013 30-03-2013 2012

Workshop Organized

S.No Title of the Programme Sponsors Venue & Duration Whether International / National / State / Regional / College or University Level From To Year
1 Five Day Online workshop on Graphic Design Pondicherry University Department of Computer Science, Karaikal Campus, Five Days University Level 20/02/2023 24/02/2023 2023
2 One Day Workshop on Quantum Machine Learning Pondicherry University Department of Computer Science, Karaikal Campus, One Day University Level 21/03/2023 21/03/2023 2023
3 Text Analytics Pondicherry University Pondicherry University, Karaikal Campus, National 09-12-2016 09-12-2016 2016

Administrative Responsibilities in the Government and Quasi Government Agencies

S.No Name of the Position Agency/Organisation Duration Nature of Duties

Affiliation in Academic Bodies/Societies

S.No Name of the Body/Society Nature of Affiliation Year
1 International Association of Computer Science and Information Technology (IACSIT) Member 2016

Participation & Extension Activities (Academic/Administraion)

S.No Name of the Position (Head, Dean, Co-ordinator, Director, etc.,) Duration Nature of Dutites
1 Head of the Department From 29/Jan/2018 – 04/Feb/2022 Oversee the implementation of strategic polices and work towards the advancement in academic matters and continually assess the performance of the department and its members and contribute to the modification of educational plans.

Participation & Extension Activities (Co-Curricular)

S.No Name of the Position (NSS, NCC, Warden etc.,) Duration Nature of Dutites
1 Warden Boys Hostel I and III 06/08/2012 to till date Room allocation to the students and to issue furniture items to each student for placement in the room.To ensure proper maintenance of the hostel rooms, common room, toilets, mess and premises. Regular visit to students rooms to solve the day to day problems of the students. Take action on the compl
2 Sports Coordinator 13-08-2012 to 12-08-2015 Created sports and game playing environment in Karaikal Campus. Coordinated National level celebrations like Independance Day and Republic Day in the Campus. Conducted Inter Department Sports Meet for the entire Karaikal Campus students and scholars. Facilitated Karaikal Campus students to take part

Collaboration with Institution/Industry

S.No Collaborator Name Designation Institution/Industry Type Nature of Collaboration Period of Collaboration Visits to Collaborating
Institution / Industry
Details of Collaborative Research/Teaching
From Date To Date From Date To Date

Faculty Development Programme Attended (Orientation, Refresher, other Short Term Course during the year)

S.No Title of the FDP Organiser Venue Duration From Date To Date Year
1 FDP - AI in Practice Malviya Mission Teacher Training Centre, Centre for Science and Society, Indian Institute of Science Education and Research Bhopal 7 Days (Online) 27-09-2024 04-10-2024 2024
2 FDP on Data Science: Tools and Research Department of AI and Data Science, VIIT, Pune online Five Days 01-11-2022 05-11-2022 2022
3 Six Day Online Faculty Development Program on Deep Learning and its Applications Department of Information Technology, VelTech Rangarajan Dr.Sagunthala R & D Institute of Science an online 6 days 17/01/2022 22/01/2022 2022
4 Workshop on Linear Algebra: Theory and Applications Indian Science Academy and Department of Mathematics, Kongu Engineering College ,Perundurai online 4 days 31/11/2021 03/12/2021 2021
5 Three Day Workshop on “CITATION TOOLS AND TECHNIQUES Departments of Computer Science and Engineering and Information Technology, CVR College of Engineeri online 3 days 19/07/2021 21/07/2021 2021
6 One Week Faculty Development Programme on High Quality Medical Diagnosis using Data Science for Social Benefits Velagapudi Ramakrishna Engineering College, Andhra Pradesh online 7 days 21/09/2020 25/09/2020 2020
7 One Week HANDS-ON Faculty Development Program on Artificial Intelligence using Python Manakula vinayagar Institute of Technology, Pudhucherry online 7 days 14/09/2020 19/09/2020 2020
8 One Week Online International Workshop on Machine Learning and Computer Vision: Applications, Research Challenges NIT, Silchar, Assam online 7 days 24/08/2020 28/08/2020 2020
9 Online Six Days FDP on Intelligent Information Systems Department of Computer Science and Engineering, PSG College of Technology,Coimbatore online 6 days 17/08/2020 22/08/2020 2020
10 Two Week Faculty Development Programme on ADVANCED DATA SCIENCE & APPLICATIONS Malla Reddy Engineering College for Women, Maisammaguda, Dhulaplly, Secunderabad online 12 days 17/08/2020 28/08/2020 2020
11 Five-days career course on Data Science Fundamentals Department of Information Technology, St. Joseph’s College of Engineering in association with IST online 5 days 27/07/2020 31/07/2020 2020
12 AICTE –QIP Sponsored One Week Short Term Course on Deep Learning for Visual Computing Thiagarajar College of Engineering Madurai 7 Days 28/01/2019 03/02/2019 2019
13 One Week National Training Programme on Wireless Sensor Networks IIT (ISM) Dhanbad 7 Days 18/12/2017 22/12/2017 2017
14 Refresher Course in Computer Science Bharathidasan University Trichy 21 Days 13/11/2015 03/12/2015 2015
15 Remote Faculty Development programme IIT, Kharagpur. Tanjavur 14 Days 27/04/2015 30/05/2015 2015
16 Faculty Development programme Anna University, Bharathidasan Institute of Technology Trichy 7 Days 02/12/2013 08/12/2013 2013
17 Faculty Development programme APITCO Limited Hyderabad 13 Days 14/03/2012 26/03/2012 2012
18 Refresher Courses in Computer Science Bharathidasan University Trichy 21 Days 12/05/2011 01/06/2011 2011
19 Orientation Course Bharathidasan University Trichy 28 Days 02/03/2010 29/03/2010 2010

Details of Executive Development Prog/Management Development Prog. conducted

S.No Name of the Programme No. of Participants Venue Duration From Date To Date Year Revenue Generated

Participation in IMPESS, IMPRINT, SPARC, STARS, LEAP Programme etc and DSF Funding Programme

S.No IMPRESS/IMPRINT/SPARC/STARS/LEAP/Others Place From Date To Date Year
1 DST Funded Training Program on Big Data Analytics VIT University, Vellore. 20/06/2016 29/06/2016 2016

Enrolment under ARPIT Programme

S.No Name of the Programme Period of the Programme
From Date To Date