April 29, 2020
Dr. M. Saritha – Assistant Professor
cse
M Saritha, Assistant Professor, Department of CSE has nearly 18 years of experience in the teaching field. She completed her Ph.D from Anna University for her thesis titled “Augmenting Statistical Relational Learning Techniques for Classification and Regression” in 2022. She received her B.E degree in Computer Science and Engineering (First Class with Distinction) from Manonmaniam Sundaranar University, Tirunelveli in 2003 and Post Graduation degree in Computer Science and Engineering (First Class) from Anna University in 2005. She has guided UG and PG projects in the area of Information Security, Multi-Agent Systems, Text Processing, Statistical Relational Learning and Machine Learning Applications. She has published papers in International Journals and Conferences.
Areas of Research
Natural Language Processing, Machine Learning Applications, Statistical Relational Learning (SRL), Probabilistic Logic Systems, Predictive Analytics, Learning and Inference Algorithms, Internet of Things.
Selected Publications:
1. Vaishnavi VS, Saritha M, Milton RS. Paraphrase identification in short texts using grammar patterns. In International Conference on Recent Trends in Information Technology (ICRTIT) 2013 Jul 25, pp. 472-477. IEEE.
2. Saritha M, Rajalakshmi S, Angel Deborah S, Milton RS, Thirumla Devi S, Vrithika M, Krishnap Priya GB. RFID-based traffic violation detection and traffic flow analysis system. International Journal of Pure and Applied Mathematics. 2018;118(20):319-28.
3. Saritha M, Milton RS. A probabilistic logic approach to outcome prediction in team games using historical data and domain knowledge. Journal of Ambient Intelligence and Humanized Computing. 2021 May;12: pp. 5205-14.
4. Anantharaman Karun, Angel S, Sivanaiah Rajalakshmi, Madhavan Saritha, Rajendram S Milton. SSN_MLRG1@ LT-EDI-ACL2022: Multi-Class Classification using BERT models for Detecting Depression Signs from Social Media Text. In Proceedings of the Second Workshop on Language Technology for Equality, Diversity and Inclusion 2022 May, pp. 296-300.
5. Hariprasad Shruthi, Esackimuthu Sarika, Madhavan Saritha, Sivanaiah Rajalakshmi, Angel S. SSN_MLRG1@DravidianLangTech-ACL2022: Troll Meme Classification in Tamil using Transformer Models. In Proceedings of the Second Workshop on Speech and Language Technologies for Dravidian Languages 2022 May, pp. 132-137.
Funded Projects
Faculty Internal Funding Project:
- Fine-grained emotion recognition system for counseling – Rs. 1.45 L
Student Internal Funding Projects:
- Speech emotion detection using Raspberry Pi – Rs. 18000/-
- CQube – A portable device to grade the quality of the crop grains – Rs. 7000/-
- Fighting forest fires using advanced drone technology – Rs.25000/-
- Vehicle accident detection and reporting system – Rs. 20000/-
- RFID Based Traffic Violation detection and Traffic Flow Prediction System (TVDTPS) – Rs. 18000/-
- BAFO: Bus assist for ophthalmologic individual – Rs, 21000/-
- Smart Suit : A suit for frontline mine worker – Rs.20000/-
Professional Bodies
ISTE – Life Member
Google Scholar :
https://scholar.google.com/citations?user=e7CRpG0AAAAJ&hl=en
LinkedIn :