UMA V. Associate Professor

Profile Picture

  • Department of Computer Science
  • School of Engineering & Technology
  • umabskr@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 Ph.D Computer Science and Engineering, Temporal Knowledge Modelling for Linear Ordering of Events using Reference Hierarchy based Interval (REseT) Relations Pondicherry University 2014
2 M.Tech Distributed Computing Systems Pondicherry University 2007
3 B.E Computer Science and Engineering Bharathiyar University 1994

Area of Specializaion

Artificial Intelligence, Data mining, Machine Learning, Deep Learning, Geographic information systems

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 paper award INTERNATIONAL International Conference on intelligent COMPUting TEchnologies and Research (i-COMPUTER 2023) , NIT Puducherry 2023 -
2 Silver medal in Deep learning course NATIONAL NPTEL 2020 -
3 Best Paper Award INTERNATIONAL IEEE International Conference on Smart Structures and Systems 2019 -
4 Best Teacher award REGIONAL Pondicherry University 2019 -
5 Gold medal in Python course NATIONAL NPTEL 2018 -
6 University Gold medal STATE Pondicherry University 2009 Gold medal
7 Best paper award INTERNATIONAL International Conference on Digital Factory 2008 -

Teaching Experience

S.No Designation Department/Centre Institution
1 Guest Lecturer Department of Computer Science and Engineering Pondicherry Engineering College
2 Lecturer Department of Information Technology Sri Manakula Vinayagar Engineering College
3 Assistant Professor Department of Computer Science Pondicherry University
4 Associate Professor Department of Computer Science Pondicherry University

Research Experience

S.No Designation Department/Centre Institution Area of Research

Industry Experience

S.No Designation Company/Corporate Nature of Work

Contribution towards Innovation

S.No Name of the Work/Contribution Specialization Remarks
1 Jananam-software tool for analysing caesar Data Analysis and Software development Collaborated with JIPMER and software has been installed in JIPMER and IGMC
2 Software for triaging pregnant women at admission Standalone application Installed in JIPMER

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 Development and validation of software tool for using original Robson ten group classification system for analysing caesarean section rates: a step to Gayathri Sreekumar, Sasirekha Rengaraj, Uma Vijayasundaram, Aman Kumar, Saiful Islam Tapadar, Prasad Indrajit Satyendra, Srujan Sarathi Samal, Int J Reprod Contracept Obstet Gynecol 13(6):1522-1526, pISSN 2320-1770 2024 PubMed Central
2 Waypoint reduction to improve autonomous navigation using deep neural networks and path planners Gayathri Rajendran, Uma V, Bettina O’Brien Sådhanå 49:137 2024 IF:1.6 (SCIE, Scopus)
3 Development and validation of software tool for triaging pregnant women at admission Aleena Wilson, Tusar Panja, V Uma, Sasirekha Rengaraj BJOG Volume130, Issue S2 2023 IF: 5.8, SCI
4 CDRec-CAS: Cross-Domain Recommendation Using Context-Aware Sequences T. Anwar, V. Uma and G. Srivastava IEEE Transactions on Computational Social Systems doi: 10.1109/TCSS.2022.3233781 2023 IF:4.747, SCIE, Scopus
5 WaveTexNeT: Ensemble based wavelet-Xception deep neural network architecture for color texture classification Simon, P., Uma. Traitement du Signal Vol. 39, No. 6, pp. 1917-1927 2022 IF: 2.299, SCIE,WoS
6 A Machine Learning Approach for Steel Surface Textural Defect Classification Based on Wavelet Scattering Features and PCA Simon, P., Uma, V. Lecture Notes in Networks and Systems https://doi.org/10.1007/978-3-030-96302-6_28 2022 Scopus
7 DeepLumina: A Method Based on Deep Features and Luminance Information for Color Texture Classification. Simon, P., & Uma, V. Computational Intelligence and Neuroscience https://doi.org/10.1155/2022/9510987 2022 IF 3.633, SCIE, WoS, Scopus
8 Collaborative filtering and kNN based recommendation to overcome cold start and sparsity issues: A comparative analysis. Anwar, T., Uma, V., Hussain, M.I. Multimed Tools Appl https://doi.org/10.1007/s11042-021-11883-z 2022 IF: 2.757 SCIE, Scopus
9 Unified Robot Task and Motion Planning with Extended Planner using ROS Simulator Gayathri.R, V.Uma, Bettina O Brien Journal of King Saud University-Computer and Information Sciences-Elsevier https://doi.org/10.1016/j.jksuci.2021.07.002 2021 IF: 13.473, SCIE, ESCI
10 Intelligent sentinet-based lexicon for context-aware sentiment analysis: optimized neural network for sentiment classification on social media Naresh Kumar, K.E., Uma, V J Supercomputing, Springer 77, 12801–12825 2021 IF 2.474,SCI,SCIE
11 Measurement report: An assessment of the impact of a nationwide lockdown on air pollution – a remote sensing perspective over India Mahesh Pathakoti, Sayan Hazra, V.Uma Atmos. Chem. Phys. Vo1.21, Issue 11,9047–9064 2021 IF 5.414, SCIE
12 Comparative study of recommender system approaches and movie recommendation using collaborative filtering Taushif Anwar, V.Uma Int J. System Assurance Eng Mgmt, Springer https://doi.org/10.1007/s13198-021-01087-x 2021 Scopus
13 Rec-CFSVD++: Implementing Recommendation System Using Collaborative Filtering and Singular Value Decomposition (SVD)++ Taushif Anwar, V,Uma International Journal of Information Technology and Decision making, World Scientific Journal https://doi.org/10.1142/S0219622021500310 2021 IF:2.22, SCIE, Scopus
14 Deep learning based feature extraction for texture classification Philomina Simon, V.Uma Procedia Computer Science , Elsevier 171, 1680–1687 2020 0.883(SNIP) 0.281 (SJR), Scopus
15 A Review of Description Logic-Based Techniques for Robot Task Planning Gayathri R., Uma V. Studies in Computational Intelligence vol 771. pp. 101-107 2019 Scopus
16 Aspect-based approach to measure performance of financial services using voice of customer Vishal Vyas, V. Uma Journal of King Saud University-Computer and Information Sciences-Elsevier https://doi.org/10.1016/j.jksuci.2019.12.009 2019 IF: 13.473, SCIE, ESCI, Cite Score: 3.12, SNIP:1.8
17 A Review of Recommender System and Related Dimensions Anwar T., Uma V Data, Engineering and Applications,Springer 3-10 https://doi.org/10.1007/978-981-13-6347-4_1 2019 SNIP:0.385,SJR:0.168
18 Cross domain recommendation system using ontology and sequential pattern mining Udayambigai, Uma Lecture Notes in Computational Vision and Biomechanics , Springer Vol.30, pp:1885-1893 2019 Scopus, SNIP:0.283, SJR: 0.224
19 Reasoning Temporally Attributed Spatial Entity Knowledge Towards Qualitative Geographic Process Prediction G.Jayanthi, V.Uma International Journal of Intelligent Information Technologies (IJIIT), IGI Global Volume 15, Issue 2, Article 3. 2019 IF:2.3, ESCI, Web of Science
20 CD-SPM:Cross-domain Book Recommendation using Sequential Pattern Mining and Rule Mining Taushif Anwar, V.Uma Journal of King Saud University - Computer and Information Sciences-Elsevier In press 2019 IF: 13.473, SCIE, ESCI, 1.897(SNIP) 0.433(SJR)
21 Performance Analysis of Robotic Path Planning Algorithms in a Deterministic Environment R.Gayatri and V.Uma International Journal of Imaging and Robotics (IJIR) Vol.19, No.4(In Press) 2019 0.115 (SJR), 0.284 (SNIP)
22 An empirical analysis of articles on sentiment analysis Vishal Vyas, V.Uma Progress in Computing, Analytics and Networking. Advances in Intelligent Systems and Computing, Springer vol.710, pp.75-83 2018 0.174(SJR), 0.434(SNIP)
23 Review of Texture Descriptors for Texture Classification Simon P., Uma V Data Engineering and Intelligent Computing. Advances in Intelligent Systems and Computing, Springer Vol.542,pp.159-176 2018 0.174(SJR), 0.434(SNIP)
24 Ontology based knowledge representation technique, domain modelling languages and planners for robotic path planning: A survey Gayathri R., V. Uma ICT Express, Elsevier Vol.4, Issue 2, pp69-74 2018 IF: 4.317 SCIE, ESCI, Cite Score- 5.9 0.369 (SJR),
25 An Extensive study of Sentiment Analysis tools and Binary Classification of tweets using Rapid Miner Vishal Vyas, V,Uma Procedia Computer Science, Elsevier 125 (2018) 329–335 2018 0.883(SNIP) 0.281(SJR)
26 A qualitative inference method for prediction of geographic process using spatial and temporal relations G.Jayanthi, V.Uma Int. J. of Artificial Intelligence and Soft Computing, Inderscience Vol.6, No.1, pp.1–23 2017 Group B-UGC CARE list
27 Data Storage and Retrieval using Universal Networking Language augmented with Temporal tags Aiswaryalakshmi.K, V.Uma and P.Shanthi Bala International Journal of Applied Engineering Research Volume 11, Number 4, pp. 591-600 2016 Scopus
28 Mining frequent arrangements and sequencing of events for diseases prognosis using reference event-based temporal relations Uma, V. and Aghila Int.J.Information and Communication Technology, Inderscience vol.9,no.1,pp.17-42 2016 0.165 (SJR) 0.387(SNIP), Scopus
29 Diversity in Personalized News Recommendation Based on User Interest using k-Nearest Diverse Neighbour Algorithm K.Keerthana and V.Uma International Journal of Applied Engineering Research Volume 11, Number 4, pp. 580-590 2016 Scopus Indexed
30 Discovery and Prediction of Content Based Behavioural Role Change Patterns in Twitter M.Mathiarasy and V.Uma International Journal of Applied Engineering Research Volume 11, Number 4, pp. 591-600 2016 Scopus indexed
31 Mining Sentiments and Sequential Rules for Event Prediction P.G. Preethi and V. Uma Advances in Natural and Applied Sciences 9(6): 549-554 2015 Scopus
32 Temporal Sentiment Analysis and Causal Rules Extraction from Tweets for Event Prediction P.G.Preethi, V.Uma, Ajit Kumar Procedia Computer Science, Elsevier Vol. 48, pp. 84-89 2015 0.883(SNIP) 0.281 (SJR), Scopus
33 Event order generation using Reference Event based qualitative Temporal (REseT) relations in Time Event Ontology V.Uma, G. Aghila Open Computer Science, De Gruyter Vol. 4, No.1, pp.12-29 2014 ESCI, SJR- 0.183, SNIP 0.604 Citescore-1.4
34 Intrusion detection by pipelined approach using conditional random fields and optimization using SVM R.Jayaprakash, V.Uma Advances in Computing and Communications, Springer Vol: 191, pp.656-665 2011 SNIP:0.385, SJR: 0.168
35 A multilevel semantic document classifier based on SVM Integrated with Domain Ontologies V.Uma, Punnaivanam Sankar, Dr.G.Aghila Journal of Convergence Information Technology Vol 3(3), pg 59-69 2008 Scopus
36 SVM based multilevel classifier using ontology V.Uma , Dr.G.Aghila Research Journal of Applied Sciences, Medwell Journals Vol 2,Issue: 4, Page No.: 431-434 2007 Scopus

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 Recommendation of places of interest for tourists from geo-tagged data using machine learning approaches R.Sujithra,V.Uma International Journal of knowledge management in tourism and hospitality, Inderscience Vol.2, No.2, pp.125-139 2019 -
2 Analysis of tweet sentiments and causality extraction for prediction P.G.Preethi, Sheethal Abraham, Dr.V.Uma International Journal of Computing Science and Information Technology vol.06(issue 01),pp.25-30 2018 -
3 Sentiment Analysis of English and Tamil Tweets using Path Length Similarity based Word Sense Disambiguation Kausikaa.N and V.Uma IOSR Journal of Computer Engineering (IOSR-JCE) Volume 18, Issue 3, Ver. I, pp. 82-89 2016 -
4 Mining Sequential Patterns for interval based events by applying multiple constraints M.Kalaivany and V.Uma International Journal on Computational Science & Applications (IJCSA) Vol.4, No.4, pp. 59-66 2014 -
5 Frequent XML Query Caching in ebXML based E-commerce Applications using Association Rule Mining Anju Vijayan, V. Uma, G.Aghila International Journal of Applied Information Systems (IJAIS) Volume 5– No. 5, pp. 7-11 2013 -
6 Survey of sequential pattern mining algorithms and an extension to time interval based mining algorithm V.Uma, M.Kalaivany and G.Aghila International Journal of Advanced Research in Computer Science and Software Engineering Vol 3, No. 12, pp. 1178-1183 2013 -
7 Time ontology with Reference Event basedTemporal Relations (RETR M .Hemalatha , V. Uma and Dr . G. Aghila International Journal of Web & Semantic Technology (IJWesT) Vol.3, No.1, pp. 23-31 2012 -

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 Enhanced prediction of fetal hypoxia thriugh GAN Synthesised data and advanced ensemble feature fusion Aswathi Mohan, V.Uma 15th Intl. conf on computing, communicaiton and networking technology, IIT Mandi, HP yet to be publi 2024
2 Fetal Hypoxia Detection Using CTG Signals and CNN Models Aswathi Mohan P P, Dr. V. Uma International Conference on intelligent COMPUting TEchnologies and Research (i-COMPUTER 2023) , NIT PDY 434-441 2023
3 A machine learning approach for steel surface textural defect classification based on wavelet scattering features and PCA Philomina Simon and Uma V 13th International Conference on Soft Computing and Pattern Recognition vol 417. https 2022
4 Integrating InceptionResNetv2 model and Machine Learning Classifiers for Food Texture Classification Simon P, Uma V International Conference on Communications and Cyber-Physical Engineering, ICCCE 2022 - 2022
5 Book Recommendation for eLearning Using Collaborative Filtering and Sequential Pattern Mining Taushif Anwar, Uma, Shahjad.A International Conference on Data Analytics for Business and Industry pp. 1-6, doi: 1 2020
6 Aspect Extraction and Sentiment Analysis for E-Commerce Product Reviews Enakshi Jana, E., & Uma, V. International conference on Emerging Current Trends In Computing and Expert Technology 780-791 2020
7 Securing IoT using Machine learning and Elliptic Curve Cryptography Debasish Duarah, V.Uma International conference on Emerging Current Trends In Computing and Expert Technology 482-491 2020
8 Analyzing the Applicability of Intelligent Data Mining Techniques for Texture Classification Philomina Simon, Uma.V 5th International Symposium on Intelligent Systems Technologies and Applications 117-139 2020
9 MRec-CRM: Movie Recommendation Based on Collaborative Filtering and Rule Mining Approach Taushif Anwar, V.Uma IEEE International Conference on Smart Structures and Systems ISBN :978-1-728 2019
10 Cross domain recommendation system using ontology and sequential pattern mining Udayambigai, Uma International conference on ISMAC in Computational Vision and Bio-Engineering pp. 2018
11 Vanet security Analysis and survey Nice Mathew, Uma.V International Conference on control,power,communication and computing technologies 137-143 2018
12 Reasoning about events causing geographic process using spatial and temporal relations G.Jayanthi and V.Uma IEEE sponsored 2016 International Conference on Computer Communication and Informatics pp.1-5 2016
13 Event Attibuted Spatial Entity Knowledge (EASE) Based Spatio-Temporal Reasoning to Infer Geographic Processes G.Jayanthi and V.Uma 2nd IEEE International Conference on Green High Performance Computing pp.1-8 2016
14 Automated Planning Considering Event Based Spatial Object Interaction Using Spatio-Temporal Reasoning G. Jayanthi and V. Uma Fifth IEEE International Conference on Recent Trends in Information Technology (ICRTIT -2016) pp.1-6 2016
15 RaTeR Search Plugin supporting Temporal Operators Based information retrieval V.Uma,L.M.Nikhila and G.Aghila International Conference On Informatics And Analytics 10 2016
16 Data Storage and Retrieval using Universal Networking Language Augmented with Temporal Tags K.Aiswaryalakshmi, V.Uma, P.Shanthi Bala 2nd International Conference on Engineering Technology and Science pp.1347-1351. 2015
17 Temporal Sentiment Analysis and Causal Rules Extraction from Tweets for Event Prediction P.G.Preethi, V.Uma, Ajit Kumar International Conference on Intelligent Computing, Communication & Convergence (ICCC 2014)(abstract only) pp.10 2014
18 TARPID: Using Temporal Association Rules in Packet-level Intrusion Detection Vidhu.A, V. Uma, G.Aghila ” IEEE International conference on communication and signal processing, ICCSP 13 pp.1719-1722 2013
19 Temporal planning using Reference Event based Temporal Relations Anousouya Devi, V.Uma and Dr.G.Aghila 2nd International Conference on Recent Trends in Information Technology(IEEExplore) pp.548-552 2012
20 Semantic based Resource Provisioning and Scheduling in Inter-cloud Environment Nelson V and V.Uma 2nd International Conference on Recent Trends in Information Technology, IEEExplore pp. 250-254 2012

Books

S.No Title of the Book Name of the Authors as per the order in Book Publisher Year ISBN No.
1 Python Programming & Data Analysis-A Beginners Handbook V.Uma Amazon KDP 2019 9781073477197
2 Programming Concepts in C++- A Hands-on Approach V.Uma Amazon KDP 2019 9781692942410
3 Knowledge representation and reasoning using temporal relations-Concepts and Applications V.Uma Lambert Academic Publishing 2018 978-613-7-43346-1

Chapters in Books

S.No Title of the Chapters Name of the Authors Title of the Book Publisher Year ISBN No.
1 Application and Evaluation of machine learning algorithms in classifying CTG signals Srishti Sakshi Sinha, Uma.V Deep learning: Theory, Architectures and Applications in Speech, Image and Language processing Bentham Science Publishers, Singapore 2023 978-981-5079-21-0
2 Ontology-Based Indoor Domain Model Representation and Reasoning for Robot Path Planning Using ROS Gayathri Rajendran, Uma Vijayasundaram, and Bettina O’Brien Autonomous Driving and Advanced Driver-Assistance Systems (ADAS): Applications, Development, Legal Issues, and Testing CRC Press, Taylor and Francis Group 2021 9780367499747
3 Generative Adversarial Network: Concepts, Variants, and Applications K.Rakesh, V.Uma Artificial Intelligence CRC press, Taylor and Francis Group 2021 9781003005629
4 Computer Vision Concepts and Applications Bettina O’Brien, V. Uma Artificial Intelligence CRC press, Taylor and Francis Group 2021 9781003005629
5 Challenges and Applications of Recommender Systems in E-Commerce. Anwar, T., Uma, V., & Hussain, M. I. Challenges and Applications of Data Analytics in Social Perspectives IGi Global 2021 9781799825661
6 Global Naming and Storage System Using Blockchain Chanti S.,, Anwar, T., Chithralekha T.,, & Uma, V Transforming Businesses With Bitcoin Mining and Blockchain Applications IGI Global 2020 9781799801870
7 A Study and Analysis of Issues and Attacks Related to Recommender System Taushif Anwar, Uma.V Convergence of ICT and Smart Devices for Emerging Applications, Springer innovations in communication and computing Springer 2020 978-3-030-41367-5
8 Opinion Mining and Product Review Summarization in E-Commerce Enakshi Jana, E., & Uma, V. Trends and Applications of Text Summarization Techniques IGi Global 2020 978-152-2-59373-7
9 Artificial Intelligence for Extended Software Robots, Applications, Algorithms, and Simulators Rajendran, Gayathri., & Vijayasundaram, Uma AI and Big Data’s Potential for Disruptive Innovation IGi Global 2020 978-152-2-59687-5
10 Urban Spatial Data Computing: Integration of GIS and GPS Towards Location-Based Recommendations V., Uma and Jayanthi Ganapathy Handbook of Research on Big Data Clustering and Machine Learning IGi Global 2020 9781799801061
11 Spatio-Temporal Hot Spot Analysis of Epidemic Diseases Using Geographic Information System for Improved Healthcare V., Uma and Jayanthi Ganapathy Emerging Trends and Innovations in Privacy and Health Information Management IGI Global 2019 9781522584704
12 Open issues in Opinion Mining Vishal Vyas, V.Uma Extracting Knowledge From Opinion Mining IGI Global 2018 9781522561170
13 Approaches to Sentiment Analysis on Product Reviews Vishal Vyas, V.Uma Sentiment Analysis and Knowledge Discovery in Contemporary Business IGI Global 2018 9781522549994
14 Modeling of spatial evolution: review of Methods and its significance G.Jayanthi and V.Uma Dynamic Knowledge Representation in Scientific Domains IGI Global 2018 9781522552611
15 Review of Texture Descriptors for Texture Classification Philomina Simon, V.Uma Data Engineering and intelligent computing Springer 2017 978-981-10-3222-6
16 Intrusion detection by pipelined approach using conditional random fields and optimization using SVM R.Jayaprakash, V.Uma Advances in Computing and Communications Springer Berlin Heidelberg 2011 978-3-642-22714-1

Edited Books

S.No Title of the Book Name of the Authors as per the order in Book Publisher Year ISBN No.

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 Coordinated the NET coaching classes for Final year MSc, MCA and MTech students in the department 30 NET coaching 1 -

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

Research Guidance - PG

S.No Year Degree No. of Students Awarded Department/Centre
1 2024 MCA 7 CS
2 2024 M.SC 3 CS
3 2023 MCA 3 CS
4 2023 M.SC 4 CS
5 2022 M.TECH 1 CS
6 2022 MCA 7 CS
7 2022 M.SC 4 CS
8 2021 M.TECH 2 Computer Science
9 2021 MCA 4 Computer Science
10 2021 M.SC 3 Computer Science
11 2021 M.SC 3 Computer Science
12 2020 M.TECH 2 Computer Science
13 2020 M.SC 4 Computer Science
14 2020 MCA 3 Computer Science
15 2019 MCA 6 Computer Science
16 2019 M.SC 5 Computer Science
17 2019 M.TECH 2 Computer Science
18 2018 MCA 1 Computer Science
19 2018 M.SC 8 Computer Science
20 2018 M.TECH 3 Computer Science
21 2017 M.SC 3 Computer Science
22 2017 MCA 6 Computer Science
23 2016 MCA 6 Computer Science
24 2016 M.SC 5 Computer Science
25 2016 M.TECH 5 Computer Science
26 2015 MCA 10 Computer Science
27 2015 M.TECH 2 Computer Science
28 2014 MCA 7 Computer Science
29 2014 M.SC 2 Computer Science
30 2014 M.TECH 3 Computer Science
31 2013 M.TECH 3 Computer Science
32 2013 M.SC 5 Computer Science
33 2012 M.TECH 3 Computer Science
34 2012 M.SC 6 Computer Science
35 2012 MCA 3 Computer Science
36 2011 M.SC 5 Computer Science
37 2011 MCA 2 Computer Science
38 2011 M.TECH 1 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 Philomina Simon 16-10-2015 20153106018 Deep Feature Extraction for Fine Grained Texture Classification using Luminance and Spatial-Spectral Information YES 06-10-2022 YES 19-07-2023
2 Naresh Kumar K E 26-10-2015 20153106023 Self Improved Sea Lion Algorithm Optimized Neural Network for Lexicon based Context Aware Sentiment Analysis YES 19-10-2022 YES 16-05-2023
3 Gayathri.R 18-11-2016 20161106074 Constraint-aware Optimal Robot Path Generation in Static Environments using Path Planning and Deep Learning Algorithms YES 29-09-2021 YES 06-06-2022
4 Taushif Anwar 30-09-2016 20161106069 Single domain and Contextual Cross-domain Recommendation using Machine learning and Pattern Mining Techniques YES 27-09-2021 YES 20-05-2022
5 Vishal Vyas 16-09-2016 20161106068 Context-aware Sentiment Analysis for Scientific Articles and Customer Reviews YES 21-08-2020 YES 11-02-2021
6 Aswathi Mohan P P 15-02-2021 2000106002 Deep Learning NO NO
7 RASHID NADEEM 26-10-2023 2300106048 Artificial Intelligence NO NO
8 SUBHA V 26-10-2023 2300106063 Artificial Intelligence NO NO
9 SUGUNA G 26-10-2023 2300106065 Artificial Intelligence NO NO

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
1 IIRS - Basics of Geocomputation and Geoweb Services 10 days PG students of PU 19-10-2020
2 IIRS-Overview of Geoprocessing using Python 10 days PG students of PU 18-01-2021
3 IIRS-RS&GIS applications 18 days PG students of PU 02-11-2020
4 IIRS-Advances in SAR-Polarimetry & Interferometry 5 days PG students of PU 14-12-2020
5 IIRS-Space Technology and its Applications 2 PG students of PU 11-01-2021
6 Satellite based Navigation A Journey from GPS to Mobile Phone Platform 12 days PG students of PU 01-03-2021
7 Geoinformatics for Disaster management 12 days PG students of PU 05-04-2021
8 GIS for supply chain management 5 days PG students of PU 26-04-2021
9 Earth Observation for Carbon Cycle Studies 5 days PG students of PU 21-06-2021
10 Earth Observation based Mapping, Monitoring and Modelling of Landslide: Recent trends and support to 1 day PG students of PU 21-04-2021
11 Machine learning to Deep Learning: A journey for remote sensing data classification 5 dyas PG students of PU 05-07-2021
12 SAR Application for flood hazard mapping and monitoring 1 day PG students of PU 16-07-2021
13 Geospatial Modelling for Watershed Management 5 days PG students of PU 02-08-2021
14 Fundamentals of Remote Sensing and GIS Technology 14 days PG students of PU 14-09-2021
15 Global Navigation Satellite System 11 days PG students of PU 13-09-2021
16 Geospatial Inputs for Enabling Master Plan Formulation for AMRUT sub scheme 5 days PG students of PU 11-10-2021
17 Applications of Satellite Altimetry for Inland Waterbodies 1 day PG students of PU 27-10-2021
18 Basics of Geographical Information System 25 days PG students of PU 27-09-2021
19 Basics of Geocomputation and Geoweb Services 7 days PG students of PU 25-10-2021
20 Geospatial Modeling Driven Urban Hazard and Risk Analysis 1 day PG students of PU 21-12-2021
21 Geo-informatics for Biodiversity Conservation Planning 2 weeks PG students of PU 17-12-2021
22 Overview of Geoprocessing using Python 2 weeks PG students of PU 17-01-2022
23 Global Navigation Satellite System and Location based services 2 weeks PG students of PU 21-02-2022
24 Hyperspectral And Microwave Remote Sensing Techniques For Geological Studies 2 weeks PG students of PU 07-03-2022
25 Advanced Geospatial technologies for Disaster Risk Reduction (DRR) 2 weeks PG students of PU 18-04-2022
26 Artificial Intelligence (AI) for Earth Observation (EO) and Geodata Handling and Processing 2 weeks PG students of PU 02-05-2022
27 Basic of RS GIS & GNSS 3 months PG students of PU 16-08-2021
28 RS & GIS Applications in Natural Resource Management 18 days PG students of PU 08-11-2021
29 Machine Learning to Deep Learning: A Journey for Remote Sensing Data Classification 1 week PG students of PU 04-07-2022
30 Satellite Remote Sensing of Atmosphere 1 week PG students of PU 11-07-2022
31 Remote Sensing & GIS Applications in Agriculture 1 week PG students of PU 25-07-2022
32 Applications of Geospatial Technology in Paleochannel Studies: Potential And Future Trends 1 day PG students of PU 11-10-2022
33 UAV Remote Sensing 1 day PG students of PU 21-11-2022
34 Basics of "Remote Sensing, Geographical Information System and Global Navigation Satellite System 3 months Survey department and PU students 25-08-2022
35 Remote Sensing and Digital Image Analysis 4 weeks PG students of PU 22-08-2022
36 Fundamentals of Remote Sensing & GIS Technology 2 weeks PG students of PU 14-09-2022
37 Overview of Geographical Information System 3 weeks PG students of PU 03-10-2022
38 Overview of Geocomputation and Geo-web services 1 week PG students of PU 31-10-2022
39 RS & GIS Applications in Natural Resource Management 2 weeks PG students of PU 11-11-2022
40 Advances in Monitoring and Modeling of Hydro-Meteorological Hazards using Geospatial Technology and 1 week PU students 05-12-2022
41 Geo-data sharing and Cyber Security 1 week PG students of PU 17-10-2022
42 Space Technology and its Applications 1 day PG students of PU 10-01-2023
43 RS and GIS applications in Atmospheric and Oceanic Hazards 1 week PG students of PU 27-02-2023
44 Geodata Processing using Python 5 days PG students of PU 20-02-2023
45 Geospatial Modeling Driven Urban Hazard and Risk Analysis 5 days PG students of PU 13-02-2023
46 SAR Data Processing & its Application with Special Emphasis on RISAT-1A/EOS-4 5 days PG students of PU 10-04-2023
47 Advances in Remote Sensing Techniques for Geological Applications 10 days PG students of PU 13-03-2023
48 Geospatial Technology for Climate Smart Agriculture 5 days PG students of PU 10-07-2023
49 Applications of Machine learning in Urban Studies 5 days PG students of PU 05-06-2023
50 Overview of Space Technology (course in hindi) 2 weeks PG students of PU 14-09-2023
51 Overview of Global Navigation Satellite System 2 weeks PG students of PU 25-09-2023
52 Overview of Geographical Information System 3 weeks PG students of PU 09-10-2023
53 Overview of Geocomputation and Geo-web services 5 days PG students of PU 30-10-2023
54 RS & GIS Applications in Natural Resource Management 10 days PG students of PU 06-11-2023
55 Geo-data sharing and Cyber Security 2 weeks PG students of PU 28-11-2023
56 Geodata Processing using Python 5 days PG students of PU 15-01-2024
57 Exploring Earth's Moon through Chandrayaan 5 days PG students of PU 19-02-2024
58 Geospatial Analysis using Google Earth Engine 5 days PG students of PU 19-02-2024
59 Advances in Remote Sensing Techniques for Geological Applications 5 days PG students of PU 11-03-2024
60 Advances in Remote Sensing Techniques for Geological Applications 5 days PG students of PU 11-03-2024

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 Python with Data Science National level workshop Idhaya College of Arts and Science for Women National 22-02-2024 22-02-2024 2024
2 Mathematical foundations for Data science and Machine learning INSA sponsored National level seminar on Data science and machine learning: IFET college of Engineering National 26-10-2023 26-10-2023 2023
3 Convolutional features for visual recognition National workshop on Applications of deep learning in Computer Vision Department of CSE, SSN College of Engineering National 10-02-2022 12-02-2022 2022
4 Machine learning techniques, applications and research trends Webinar ( ISITAI ) on Inter-Disciplinary Trends in Artificial Intelligence Loyola Academy International 21-02-2022 28-02-2022 2022
5 Sequence Modeling for Natural Language Processing National Seminar on Deep Learning in Sentimental Analysis Rajalakshmi Engineering college National 20-04-2022 20-04-2022 2022
6 Deep learning for Education and Health care FDP VIT Vellore National 04-08-2022 04-08-2022 2022
7 Computer Vision technology: Sustainable Collection and Classification of E-Waste CSIR sponsored seminar IFET National 30-09-2022 30-09-2022 2022
8 Deep learning in Health Care Refresher Course HRDC , PU National 17-10-2022 17-10-2022 2022
9 Research Challenges and Emerging Trends in Ontology and Data Science for Deep Learning AICTE Sponsored six days Short Term Training Programme ( STTP) on Ontology & Automation AICTE & Department of Information Science and Engineering along with IQAC, MVJ College of Engineerin National 01-03-2021 06-03-2021 2021
10 Introduction to AI & ML AICTE – ISTE sponsored Six Days Induction/Refresher Programme on Internet of Things (IoT) –Vision Department of Electronics and communication, Motilal Nehru Government Polytechnic College. National 24-02-2021 24-02-2021 2021
11 Data Analytics in IoT AICTE – ISTE sponsored Six Days Induction/Refresher Programme on Internet of Things (IoT) –Vision Department of Electronics and communication, Motilal Nehru Government Polytechnic College National 22-03-2021 22-03-2021 2021
12 Data Visualization Workshop organized by Department of Computer Science and Engineering NIT Trichy Naitonal 20-04-2021 20-04-2021 2021
13 Speech Processing System IEEE Sponsored Online Guest lecture Dept. of IT, MIT College 25-06-2021 25-06-2021 2021
14 Role of deep learning in education CSIR sponsored 2 days national workshop IFET college of Engineering National 16-11-2021 16-11-2021 2021
15 Artificial Intelligence in Teaching and Learning AICTE Training And Learning (ATAL) Academy Online Elementary FDP CENTRAL UNIVERSITY OF TAMIL NADU National 22-11-2021 26-11-2021 2021
16 Social Engineering Attacks and Countermeasures one day cyber security awareness programme Pondicherry Technological University College 29-12-2021 29-12-2021 2021
17 Speech Processing System Guest Lecture Manakula Vinayagar Institute of Technology, Pondicherry. College 08-03-2019 08-03-2019 2019
18 Computer Applications in Higher Education 127th Orientation course UGC-HRDC, Pondicherry University National 15-02-2019 15-02-2019 2019
19 SWAYAM and MOODLE Short term course on Effective Teaching Skills Academic Staff College, UGC-HRDC, Pondicherry University National 08-01-2019 08-01-2019 2019
20 Cross domain recommendation system using ontology and sequential pattern mining International conference on ISMAC in Computational Vision and Bio Engineering SCAD Institute of technology International 16-05-2018 17-05-2018 2018
21 Analysis of tweet sentiments and causality extraction for prediction International conference on computational intelligence and communication Presidency college, Bengaluru International 03-03-2018 03-03-2018 2018
22 Identification of user preference by sequential pattern mining and recommendation of products using 2nd International Conference on Computing Methodologies and Communication (ICCMC 2018) Surya Engineering College International 15-02-2018 16-02-2018 2018
23 E-content Development using MOODLE Short term course on MOOC and E-content development Academic Staff College, UGC-HRDC, Pondicherry University. National 22-06-2018 22-06-2018 2018
24 An extensive study of sentiment analysis tools and binary classification of tweets using Rapid Miner Sixth international conference on smart computing and communication(ICSCC-2017) National Institute of Technology, Kurukshetra International 07-12-2017 08-12-2017 2017
25 Recommendations for EHealthcare using Geo Tagged Data ICMR sponsored National Conference on ICT solutions for challenges and Issues in eHealth Department of Information Technology, Pondicherry Engineering College. National 01-09-2017 01-09-2017 2017
26 Internet of Things National Symposium Department of Computer Applications, Chevalier T.Thomas Elizabeth College for Women,Chennai. National 29-09-2016 29-09-2016 2016
27 Reasoning about events causing geographic process using spatial and temporal relations IEEE sponsored 2016 International Conference on Computer Communication and Informatics Sri Shakthi Institute of Engineering and Technology, Coimbatore. International 7-01-2016 9-01-2016 2016
28 Event Attibuted Spatial Entity Knowledge (EASE) Based Spatio-Temporal Reasoning to Infer Geographic 2nd IEEE International Conference on Green High Performance Computing St.Xavier Catholic College of Engineering, Nagercoil, India. International 26-02-2016 27-02-2016 2016
29 Discovery and Prediction of Content Based Behavioural Role Change Patterns in Twitter TEQIP II Sponsored International Conference on Distributed Intelligent Computing (ICDIC 2016) Pondicherry Engineering College. Puducherry. International 09-03-2016 09-03-2016 2016
30 RaTeR Search Plugin Supporting Temporal Operators based Information Retrieval International Conference on Informatics and Analytics Department of Computer Science and Engineering, Pondicherry Engineering College, Puducherry International 25-08-2016 26-08-2016 2016
31 Review of Texture Descriptors for Texture Classification Third Springer International Conference on Computer & Communication Technologies(IC3T 2016) Department of Computer Science and Engineering,DVR & Dr HS MIC College of Technology, Vijayawada, Ka International 5-11-2016 6-11-2016 2016
32 Diversity in Personalized News Recommendation Based on User Interest using k-Nearest Diverse Neighbo TEQIP II Sponsored International Conference on Distributed Intelligent Computing (ICDIC 2016) Pondicherry Engineering College. Puducherry. International 09-03-2016 09-03-2016 2016
33 Data Storage and Retrieval using Universal Networking Language Augmented with Temporal Tags 2nd International Conference on Engineering Technology and Science Muthayammal College of Engineering, Rasipuram, Namakkal Dt., Tamilnadu International 5-03-2015 6-03-2015 2015
34 IoT and Android Applications Development Computer Professionals association(COMPASS) IFET college of Engineering, Villupuram. College 19-03-2015 19-03-2015 2015
35 Knowledge Representation and Reasoning Student Development Programme Manakula Vinayagar Institute of Technology,Puducherry College 05-02-2015 05-02-2015 2015
36 Time aware Semantic and Multilingual Information Retrieval with UNL 15th International Conference on Advances & Challenges in Global Business Management, Economics, Tourism and Information Technology Research Development Association, Pondicherry International 21-11-2014 22-11-2014 2014
37 Temporal Sentiment Analysis and Causal Rules Extraction from Tweets for Event Prediction International Conference on Intelligent Computing, Communication & Convergence (ICCC 2014) IIMT Research Network, Bhubaneshwar, Odisha International 27-12-2014 28-12-2014 2014
38 An introduction to Knowledge representation and the tools involved Computer Professionals association(COMPASS) IFET college of Engineering, Villupuram. College 12-03-2014 12-03-2014 2014
39 Knowledge Engineering TEQIP sponsored One week Faculty Development Programme on “Intelligent System Design and Applications” Pondicherry Engineering College Regional 26-11-2012 30-11-2012 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

Workshop Organized

S.No Title of the Programme Sponsors Venue & Duration Whether International / National / State / Regional / College or University Level From To Year
1 Online Faculty Development Programme (FDP) On Deep Learning for Time Series Data In association with NIT, Warangal Under the scheme of Electronics & ICT Academy Online, 10 days National 20-12-2021 30-12-2021 2021
2 Workshop on Machine learning and Deep Learning Collaboration with Walmart Labs Pondicherry University, One week Regional 10-12-2018 14-12-2018 2018
3 Refresher Course UGC HRDC Academic Staff college National 3-11-2017 23-11-2017 2017

Administrative Responsibilities in the Government and Quasi Government Agencies

S.No Name of the Position Agency/Organisation Duration Nature of Duties
1 Coordinator, Dept. of Computer Science IIRS Outreach programmes Since 2020 Coordinate the elearning courses offered by IIRS for the PG students of PU

Affiliation in Academic Bodies/Societies

S.No Name of the Body/Society Nature of Affiliation Year
1 Board of Studies, Central University of Andhra Pradesh Subject Expert for 2 years 2024
2 Alagappa University-Distance Education Chair person-Question paper setting 2018

Participation & Extension Activities (Academic/Administraion)

S.No Name of the Position (Head, Dean, Co-ordinator, Director, etc.,) Duration Nature of Dutites
1 Admission coordinator 2009 MCA admissions
2 Admission coordinator 2011 MSc admission
3 Admission coordinator 2011 MCA admissions
4 Admission coordinator 2012 MSc admission
5 Admission coordinator 2014 MSc Integrated
6 Admission coordinator 2015 MSc Integrated
7 Admission coordinator 2015 PhD admissions
8 Admission coordinator 2016 MSc admission
9 Admission coordinator 2016 MSc Integrated
10 Admission coordinator 2017 PhD admissions
11 Admission coordinator 2018 MCA admissions
12 Admission coordinator 2010 Msc admission
13 Exam incharge 2010 Incharge of MCA Exams
14 Exam incharge 2010 MCA,MSc and MTech Exams incharge
15 Member of NAAC coordinating committee 2011 Coordinating NAAC accrediation duties
16 Faculty Advisor June-Nov 2010 For MSc Integrated First year students
17 Exam incharge Apr 2011 MSc exams incharge
18 Faculty Advisor 2012-odd semester MCA batch 1 and 2
19 Exam coordinator 2012 odd semester MCA batch 1 and 2
20 Faculty Advisor 2013-16 MSc Intg (I,II,III yr)
21 Syllabus revision coordinator 2013-14, 2014-2015 MSc Intg I II and III year
22 Faculty advisor 2016-17 For MCA -II year -First batch
23 coordinator 2016-17 (even semester) NET coaching coordinator
24 Coordinator 2017-18 (odd semester) NET coaching coordinator
25 Faculty advisor 2017-18 III MCA(I batch)
26 Member Jan 2018 Steering committee member Integrated MTech course
27 Co-ordinator Till date Coordinate, IIRS Outreach programmes
28 Admission coordinator 2020 Ph.D. Admissions
29 Faculty Advisor 2018-2021 MCA
30 Admission coordinator 2021 MCA admissions
31 Faculty advisor 2021 MCA
32 Doctoral committee member For around 7 scholars in PU, PTU, VIT To guide and advise the scholar
33 Editorial review board member, International Journal of Software Science and Computational Intellige Since 2019 Review the research article
34 Faculty advisor 2022 M.Sc I year
35 Admission Coordinator 2022 M.Sc
36 Online certification course coordinator Since 2021 Facilitate students registration in MOOC
37 Faculty advisor 2023 I MCA(120 students0
38 Admission coordinator 2023-24 MCA admissions
39 Academic coordiantor 2023 onwards Manage dept academic activities
40 Faculty advisor 2024 MTech NIS I and II year
41 Admission coordinator 2024 MTech NIS

Participation & Extension Activities (Co-Curricular)

S.No Name of the Position (NSS, NCC, Warden etc.,) Duration Nature of Dutites
1 Member in Department Board of studies 2017-18 Coordinator for MTech (CSE)
2 Participant in various short term courses 1 week(Dec 2015, June 2016, Mar 2017) Attended
3 Participant in workshops 1,2 days(Nov 2012,Dec 2012,July 2013, Jan 2014, Fe Attended
4 Reviewer in various Journals and Conferences including IEEE Transactions 2014-2024 Reviewer
5 Participant in conferences,seminars,FDP 1,2 days(Jan 2012, Aug 2012,2013,2015,2019,2020,20 Attended

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 Structuring Machine Learning Projects Coursera ONLINE 4 weeks Oct 2021 Nov 2021 2021
2 Structuring Machine Learning Projects Coursera ONLINE 4 weeks Oct 2021 Nov 2021 2021
3 Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization Coursera ONLINE 4 weeks June 2021 July 2021 2021
4 Neural networks and Deep Learning Coursera ONLINE 4 weeks Mar 2021 Apr 2021 2021
5 Deep learning NPTEL ONLINE 12 weeks Aug 2020 Dec 2020 2020
6 Joy of computing using python NPTEL ONLINE 12 weeks June 2018 Nov 2018 2018
7 Introduction to Machine Learning NPTEL ONLINE 12 weeks June 2018 Nov 2018 2018
8 Environmental Sciences(ID) Academic Staff College, Pondicherry University Pondicherry University 21 days 1-12-2016 21-12-2016 2016
9 Educational Technology(ID) Academic Staff College, Pondicherry University Pondicherry University 21 days 5-01-2011 25-01-2011 2011
10 98th Orientation course Academic Staff College, Pondicherry University Pondicherry University 28 days 3-11-2009 30-11-2009 2009

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

Enrolment under ARPIT Programme

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