Title Dr. First Name UMA V. Last Name
Designation Associate Professor
Department Department of Computer Science
Email
Webpage
Phone.no 04132654458
Employement Info
Employee Type Nature Of Employment
Teaching Permanent
Educational Qualifications
Degree/Certification Name Institution Year of Completion
Ph.D. - Ph.D. Pondicherry University 2014
PG Pondicherry University 2007
UG Bharathiyar University 1994
Development of E-content
Name of The Module Platform/Organization Date of Launching
B.Sc. AI&ML Other 01-06-2024
Art of C Programming (Tamil Translation) SWAYAM 11-01-2021
Mentorship
Student Name Student's Affiliation Mentoring Duration
Anju Vijayan M.Tech., CS, PU 01-07-2012 To 02-05-2013 (10 months, 1 days)
Anousouya Devi M.tech. 02-07-2011 To 01-05-2012 (9 months, 29 days)
Nelson V M.Tech., CS, PU 01-07-2011 To 30-04-2012 (9 months, 29 days)
M .Hemalatha M.Tech, CS, PU 01-07-2011 To 02-05-2012 (10 months, 1 days)
Akila M.Tech., CS, PU 01-07-2012 To 30-04-2013 (9 months, 29 days)
Vidhu.A M.Tech., CS, PU 01-07-2012 To 30-04-2013 (9 months, 29 days)
Jayaprakash M.Tech. 01-07-2010 To 24-05-2011 (10 months, 23 days)
M.Kalaivany M.Tech., CS, PU 02-05-2013 To 06-05-2014 (1 years, 4 days)
Sivateja M.Tech., CS, PU 02-05-2013 To 07-05-2014 (1 years, 5 days)
Korra Balu M.Tech., CS, PU 02-05-2013 To 07-05-2014 (1 years, 5 days)
P.G.Preethi M.Tech., CS, PU 08-05-2014 To 06-05-2015 (11 months, 28 days)
K.Aiswaryalakshmi M.Tech., CS, PU 07-05-2014 To 06-05-2015 (11 months, 29 days)
G.Jayanthi M.Tech., CS, PU 06-05-2015 To 04-05-2016 (11 months, 28 days)
Sujithra M.Tech., CS, PU 04-05-2017 To 07-05-2018 (1 years, 3 days)
Teaching Experience (Within Institution)
Designation Duration
Assistant Professor Presently Working since 18-06-2009 (17 years, 3 months, 22 days)
Teaching Experience (Outside Institution)
Designation Institute Duration
Lecturer Sri Manakula Vinayagar Engineering College 15-06-2007 To 18-06-2009 (2 years, 3 days)
Administrative Experience (Outside Institution)
Designation Institute Duration
Coordinator Indian Institute of Remote Sensing 13-10-2020 To 12-04-2025 (4 years, 5 months, 30 days)
Professional Body Associations
Professional Agency Name Name of Activity Year of Association
Indian Science Congress Association Life member 2017
Research Supervision Overview
PhD Scholars Supervised PhD Degrees Awarded Theses Submitted
6 5 0
Research Publications
Title of Article Type of Publication Name of Journal ISSN Journal Volume Year Link to Article DOI (Digital Object Identifier)
Multi-head attention based feature fusion for UnderwaterAcoustic Target Recognition(UATR) Research Papers in Scopus Listed Journals Multimedia Tools and Applications 2026 https://doi.org/10.1007/s11042-026-21229-2
CTGFusionNet: fusion of deep learning models for predicting fetal distress-a multimodal approach SCI-approved journals Health Inf Sci Sys 2025 10.1007/s13755-025-00383-1
FHR signal analysis using attention-based 1DCNN-BiLSTM neural network for intrapartum fetal monitoring SCI-approved journals Digital Signal Processing 164 2025 https://doi.org/10.1016/j.dsp.2025
Spatio-Temporal and Semantic Enhanced Context-Aware Navigation for Indoor Robots Research Papers in Web of Science Listed Journals IEEE Access 13 2025 10.1109/ACCESS.2025.3545074
CDRec-CAS: Cross-Domain Recommendation Using Context-Aware Sequences Research Papers in Web of Science Listed Journals IEEE Transactions on Computational Social Systems doi: 10.1109/TCSS.2022.3233781 2024
Development and validation of software tool for using original Robson ten group classification system for analysing caesarean section rates: a step towards minimizing errors from a large volume centre in a resource country Research Papers in Peer Reviewed Journals International Journal of Reproduction, Contraception, Obstetrics and Gynecology 2024 https://dx.doi.org/10.18203/2320-1770.ijrcog20241437
Waypoint reduction to improve autonomous navigation using deep neural networks and path planners Research Papers in UGC listed Journals Sadhana 49:137 2024
Development and validation of software tool for triaging pregnant women at admission Research Papers in UGC listed Journals BJOG Volume130, Issue S2 2023
Collaborative filtering and kNN based recommendation to overcome cold start and sparsity issues: A comparative analysis Research Papers in Web of Science Listed Journals Multimedia Tools and Applications 2022
WaveTexNeT: Ensemble based wavelet-Xception deep neural network architecture for color texture classification Research Papers in Web of Science Listed Journals Traitement du Signal Vol. 39, No. 6, pp. 1917-1927 2022
DeepLumina: A Method Based on Deep Features and Luminance Information for Color Texture Classification. Research Papers in UGC listed Journals Computational Intelligence and Neuroscience https://doi.org/10.1155/2022/9510987
CD-SPM:Cross-domain Book Recommendation using Sequential Pattern Mining and Rule Mining Research Papers in UGC listed Journals Journal of King Saud University - Computer and Information Sciences-Elsevier In press 2022
Unified Robot Task and Motion Planning with Extended Planner using ROS Simulator Research Papers in UGC listed Journals Journal of King Saud University-Computer and Information Sciences-Elsevier https://doi.org/10.1016/j.jksuci.2021.07.002
Measurement report: An assessment of the impact of a nationwide lockdown on air pollution – a remote sensing perspective over India Research Papers in Web of Science Listed Journals Atmos. Chem. Phys. Vo1.21, Issue 11 2021
Rec-CFSVD++: Implementing Recommendation System Using Collaborative Filtering and Singular Value Decomposition (SVD)++ Research Papers in UGC listed Journals International Journal of Information Technology and Decision making, World Scientific Journal https://doi.org/10.1142/S0219622021500310 2021
Intelligent sentinet-based lexicon for context-aware sentiment analysis: optimized neural network for sentiment classification on social media Research Papers in Web of Science Listed Journals J Supercomputing, Springer 77 2021
Deep learning based feature extraction for texture classification Research Papers in UGC listed Journals Procedia Computer Science , Elsevier 171, 1680–1687 2020
Aspect-based approach to measure performance of financial services using voice of customer Research Papers in UGC listed Journals Journal of King Saud University-Computer and Information Sciences-Elsevier https://doi.org/10.1016/j.jksuci.2019.12.009
Reasoning Temporally Attributed Spatial Entity Knowledge Towards Qualitative Geographic Process Prediction Research Papers in UGC listed Journals International Journal of Intelligent Information Technologies (IJIIT), IGI Global Volume 15, Issue 2, Article 3.
Cross domain recommendation system using ontology and sequential pattern mining Research Papers in UGC listed Journals Lecture Notes in Computational Vision and Biomechanics , Springer Vol.30, pp:1885-1893 2019
Performance Analysis of Robotic Path Planning Algorithms in a Deterministic Environment Research Papers in UGC listed Journals International Journal of Imaging and Robotics (IJIR) Vol.19, No.4(In Press) 2019
A Review of Recommender System and Related Dimensions Research Papers in UGC listed Journals Data, Engineering and Applications,Springer 3-10 https://doi.org/10.1007/978-981-13-6347-4_1 2019
Recommendation of places of interest for tourists from geo-tagged data using machine learning approaches Research Papers in Peer Reviewed Journals International Journal of knowledge management in tourism and hospitality, Inderscience Vol.2, No.2, pp.125-139 2019
Review of Texture Descriptors for Texture Classification Research Papers in UGC listed Journals Data Engineering and Intelligent Computing. Advances in Intelligent Systems and Computing, Springer Vol.542,pp.159-176 2018
Ontology based knowledge representation technique, domain modelling languages and planners for robotic path planning: A survey Research Papers in UGC listed Journals ICT Express, Elsevier Vol.4, Issue 2, pp69-74
An empirical analysis of articles on sentiment analysis Research Papers in UGC listed Journals Progress in Computing, Analytics and Networking. Advances in Intelligent Systems and Computing, Springer vol.710, pp.75-83 2018
Analysis of tweet sentiments and causality extraction for prediction Research Papers in Peer Reviewed Journals International Journal of Computing Science and Information Technology vol.06(issue 01),pp.25-30 2018
An Extensive study of Sentiment Analysis tools and Binary Classification of tweets using Rapid Miner Research Papers in UGC listed Journals Procedia Computer Science, Elsevier 125 (2018) 329–335
Sentiment Analysis of English and Tamil Tweets using Path Length Similarity based Word Sense Disambiguation Research Papers in Peer Reviewed Journals IOSR Journal of Computer Engineering (IOSR-JCE) Volume 18, Issue 3, Ver. I, pp. 82-89 2016
Mining frequent arrangements and sequencing of events for diseases prognosis using reference event-based temporal relations Research Papers in UGC listed Journals Int.J.Information and Communication Technology, Inderscience vol.9,no.1,pp.17-42 2016
Temporal Sentiment Analysis and Causal Rules Extraction from Tweets for Event Prediction Research Papers in UGC listed Journals Procedia Computer Science, Elsevier Vol. 48, pp. 84-89 2015
Mining Sequential Patterns for interval based events by applying multiple constraints Research Papers in Peer Reviewed Journals International Journal on Computational Science & Applications (IJCSA) Vol.4, No.4, pp. 59-66 2014
Event order generation using Reference Event based qualitative Temporal (REseT) relations in Time Event Ontology Research Papers in UGC listed Journals Open Computer Science, De Gruyter Vol. 4, No.1, pp.12-29 2014
Survey of sequential pattern mining algorithms and an extension to time interval based mining algorithm Research Papers in Peer Reviewed Journals International Journal of Advanced Research in Computer Science and Software Engineering Vol 3, No. 12, pp. 1178-1183 2013
Frequent XML Query Caching in ebXML based E-commerce Applications using Association Rule Mining Research Papers in Peer Reviewed Journals International Journal of Applied Information Systems (IJAIS) Volume 5– No. 5, pp. 7-11 2013
Time ontology with Reference Event basedTemporal Relations (RETR Research Papers in Peer Reviewed Journals International Journal of Web & Semantic Technology (IJWesT) Vol.3, No.1, pp. 23-31 2012
Intrusion detection by pipelined approach using conditional random fields and optimization using SVM Research Papers in UGC listed Journals Advances in Computing and Communications, Springer Vol: 191, pp.656-665 2011
FHR signal analysis using attention-based 1DCNN-BiLSTM neural network for intrapartum fetal monitoring Research Papers in Web of Science Listed Journals Digital Signal Processing 2025 https://www.sciencedirect.com/science/article/abs/pii/S1051200425002817 https://doi.org/10.1016/j.dsp.2025.105259
Non-Journal Publications
Title of Publication Type of Publication Publisher Role ISBN Year Link to Publication Level
Presenting the Methodologies,Challenges, and Opportunities in Underwater Target Recognition Chapters in Books IGI Global Co-Author 2026 International
Transforming Transportation Systems Using Deep Learning Techniques Chapters in Books IGI Global Co-Author 2025 International
Artificial Intelligence-Based Landslide Prediction Using Remote Sensing Data Chapters in Books IGI Global Co-Author 2025 International
Object Detection Text/Reference/Subject Books/Other Amazon KDP Co-Author 979-8301522543 2024 https://www.amazon.in/OBJECT-DETECTION-SATHYA-DEVIRAJATHI/dp/B0DPB9TPQH/ref=monarch_sidesheet_image International
Application and Evaluation of machine learning algorithms in classifying CTG signals Chapters in Books Bentham Science Publishers, Singapore Author 978-981-5079- 21-0 2023 International
Open issues in Opinion Mining Chapters in Books IGI Global Co-Author 9781668463031 2022 International
Generative Adversarial Network: Concepts, Variants, and Applications Chapters in Books CRC press, Taylor and Francis Group Author 9781003005629 2021 International
Computer Vision Concepts and Applications Chapters in Books CRC press, Taylor and Francis Group Author 9781003005629 2021 International
Challenges and Applications of Recommender Systems in E-Commerce. Chapters in Books IGi Global Author 9781799825661 2021 International
Ontology-Based Indoor Domain Model Representation and Reasoning for Robot Path Planning Using ROS Chapters in Books CRC Press, Taylor and Francis Group Author 9780367499747 2021 International
A Study and Analysis of Issues and Attacks Related to Recommender System Chapters in Books Springer Co-Author 978-3-030-41368-2 2020 International
Urban Spatial Data Computing: Integration of GIS and GPS Towards Location-Based Recommendations Chapters in Books IGi Global Co-Author 9781799801061 2020 International
Global Naming and Storage System Using Blockchain Chapters in Books IGI Global Author 9781799801870 2020 International
Artificial Intelligence for Extended Software Robots, Applications, Algorithms, and Simulators Chapters in Books IGi Global Co-Author 978-152-2-59687-5 2020 International
Opinion Mining and Product Review Summarization in E-Commerce Chapters in Books IGi Global Co-Author 978-152-2-59373-7 2020 International
Approaches to Sentiment Analysis on Product Reviews Chapters in Books IGI Global Co-Author 9781522549994 2019 International
Python Programming & Data Analysis-A Beginners Handbook Text/Reference/Subject Books/Other Amazon KDP Author 978-169-2-94241-0 2019 International
Programming Concepts in C++- A Hands-on Approach Text/Reference/Subject Books/Other Amazon KDP Author 978-107-3-47719-7 2019 International
Spatio-Temporal Hot Spot Analysis of Epidemic Diseases Using Geographic Information System for Improved Healthcare Chapters in Books IGI Global Co-Author 9781522584704| 2019 International
Review of Texture Descriptors for Texture Classification Chapters in Books Springer Co-Author 978-981-10-3222-6 2018 International
Modeling of spatial evolution: review of Methods and its significance Chapters in Books IGI Global Co-Author 9781522552611 2018 National
Knowledge representation and reasoning using temporal relations-Concepts and Applications Text/Reference/Subject Books/Other Lambert Academic Publishing Author 978-613-7-43346-1 2018 International
Intrusion detection by pipelined approach using conditional random fields and optimization using SVM Chapters in Books Springer Berlin Heidelberg Co-Author 978-3-642-22713-4 2011 International
Research Projects
Project Title Project Type Year Of Sanction Outcome/Output Duration
Deep Reinforcement Learning Based Underwater Noise Classification System for the Indian Ocean Region Major 2026 Ongoing since 28-07-2026 (2 months, 12 days)
Other Research Activities
Activity Name Collaborating Body Organizing Body Activity Date
Triaging System in OG Dept. JIPMER Pondicherry University 11-04-2023
Software Development (JANANAM) JIPMER Department of Computer Science, Pondicherry University 30-04-2024
Software development-Appointment management JIPMER Dept. of CS, PU 01-09-2025
Professional Development Programmes
Programme Title Sponsoring Institution Organizing Institution Role Type of Programme
Virtual Faculty Development Workshop on Enhancing ICT skills of Educators for Blended and Online Teaching PU Attendee Faculty Development Programmes
Deep Learning NPTEL Attendee Other
98th Orientation course Academic Staff College, Pondicherry University Attendee Orientation Programme
Introduction to Machine learning NPTEL Attendee Other
Joy of computing using python NPTEL Attendee Other
Refresher course in Educational Technology(Inter Disciplinary) Academic Staff College, Pondicherry University Attendee Refresher Program
Refresher course in Environmental Sciences(Inter Disciplinary) Academic Staff College, Pondicherry University Attendee Refresher Program
Honors and Awards
Name of the Award Awarding Body Award Category Level Award Date
Best paper award International Conference on Digital Factory Research International 13-08-2008
Best teacher award Pondicherry University Academic University 05-09-2019
Gold Medal Pondicherry University Academic University 20-03-2009
Best paper award International Conference on intelligent COMPUting TEchnologies and Research (i- COMPUTER 2023) , NIT Puducherry Research International 25-03-2023
Gold medal NPTEL Academic National 08-11-2018
Best paper award IEEE International Conference on Smart Structures and Systems Research International 15-03-2019
Silver medal NPTEL Academic National 08-12-2020
Best Paper Award International conference on Data Science and Intelligent Network computing (ICDSINC 2025) at NIT, Raipur Research International 11-12-2025
Talk Poster Presented
Name of the Activity Role Date of Activity
Speaker 02-12-2009
Speaker 26-11-2012
Speaker 22-06-2018
Speaker 08-01-2019
Speaker 15-02-2019
Speaker 28-05-2019
Speaker 28-02-2020
Speaker 02-03-2021
Speaker 24-02-2021
Speaker 22-03-2021
Speaker 20-04-2021
Speaker 23-11-2021
Speaker 30-09-2022
Speaker 20-11-2024
Seminar / Conference Details / Workshops
Type of Activity Name of The Event Role Duration
Workshops Machine learning and Deep Learning Workshops 10-12-2018 To 14-12-2018 (4 days)
Seminars Deep Learning for Time Series Data Seminars 20-12-2021 To 30-12-2021 (10 days)
Consulting Details
Name of the Project Consulting Agency Duration
Jananam JIPMER 02-05-2023 To 08-04-2024 (11 months, 6 days)
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