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Faculty Profile

NameMENAKA S.R
DesignationASSOCIATE PROFESSOR
DepartmentINFORMATION TECHNOLOGY
Official Email[email protected]

Degree Specialization Institute University YoP
B.EITKS Rangasamy College of TechnologyPeriyar University, Salem2004
M.ECSESri Krishna College of Engineering and TechnologyAnna University, Chennai2009
Ph.DICEKongu Engineering collegeAnna University, Chennai2018

S.No Patent Title Filing Date Status
1AN APPROACH TO INTERPRET INDIAN SIGN LANGUAGE USING MACHINE LEARNING20-09-2024Published
2Machine learning-based closed-loop mixture of concrete equipment and the method06-10-2023Published

S.No Details
1Dr. S.R. Menaka1, G. Dharani2, P. Kalaivani3, S. Rahman Basha4, S.K. Shree Hareeth5, V. Kalaiyarasan6, An Efficient SQL Injection Detection with a Hybrid CNN , Journal of Information Systems Engineering and Management, Vol: 10, Issue:18, 2468-4376, February, 2025
2Dr. S.R. Menaka1, Dr. R. Venkatesan2, Dr. A. Sarankumar3, K. Boomika4, M. Devadharshini 5, J. Ramsurya6, An Efficient Deep Learning-Based Firearm Detection System Using Yolov8, Journal of Information Systems Engineering and Management, Vol: 10, Issue:19, 2468-4376, February, 2025
3S. R. Menaka, Machine Learning Based Traffic Accident Risk Prediction using Random Forest Algorithm, JOURNAL OF TECHNICAL EDUCATION, Vol: 48, Issue:1, 0971-3034, March, 2025
4S.R. Menaka, A Novel Approach for Fuzzy Logic?Based Clustering With Optimized Energy Efficient Routing in Internet of Things?Based Wireless Sensor Networks, International Journal of Communication systems, Vol: 38, Issue:16, October, 2025
5S.R. Menaka a,* , Sushil Kumar Bhoi b , Saiyed Faiayaz Waris c , E. Mohan , State estimation for DFIG-based wind turbines under voltage dips using multiresolution sinusoidal neural network-Tasmanian Devil optimization in Internet of Things enabled systems, Energy, Vol: 326, April, 2025
6Dr.S.R.Menaka [1] , K.Divya[2] , P.Priyanka[3] , S.Yuvasree[4], Detection of Potentially Hazardous Websites Utilizing Hidden Markov Models, International Journal of Applied Engineering Research, Vol: 19, Issue:1, 0973-4562, March, 2024
7P. Karthi, Dr.S.R. Menaka, and Dr.G. Singaravel, Blockchain for Achieving Accountable Outsourcing Computations in Edge Computing , Bonfring International Journal of Software Engineering and Soft Computing, Vol: 14, Issue:1, 2277 - 5099, January, 2024
8S. R. Menaka 1, M. Prakash 2, S. Neelakandan 3 , A novel WGF LN based edge driven intelligence for wearable devices in human activity recognition, Scientific Reports, 2045-2322, September, 2023
9G. Mohan, V. Gokul, V. Praveenkumar and Dr.S.R. Menaka, Plant Disease Detection and Classification using Machine Learning Algorithm, International Journal of Advances in Engineering and Emerging Technology, Vol: 14, Issue:1, 2321-452X, May, 2023
10Sugirtha K 1, Menaka S R2, Deep learning based Automatic Diabetic Retinopathy Detection Using Fundus Images: A Survey, International Research Journal of Engineering and Technology, Vol: 8, Issue:12, 2395-0056, December, 2021
111 S.R. Menaka and 2Dr.G. Murugesan, Energy Efficient and Collaborative Communication Protocol for Wireless Sensor Networks, Asian Journal of Research in Social Sciences and Humanities, Vol: 6, Issue:8, 2249-7315, August, 2016
121 S.R. Menaka and 2Dr.G. Murugesan, Performance Analysis of Energy Efficient and QoS based Routing protocols of Wireless Sensor Networks, International Journal of Applied Engineering Research, Vol: 9, Issue:24, ISSN 0973-4562, April, 2014

S.No Details
1S.R.Menaka, A Precision BMI Monitoring System with Real-Time Alerts using SHAP and XGBoost based Interpretability, International conference, September, 2025
2S. R. Menaka, CNN-Faiss Pipeline for High Performance Animal Vocalization Retrieval and Classification, International conference, September, 2025
31Kishori Kasat, 2Chintolla Surekha, 3S.R. Menaka, 4N.R. Rejin Paul, 5Sivangi Ravikanth, Enhancing Machine Learning-Enhanced Flexible Hydrophone Sensors, ICOFE-2024, Online,
4S. R. Menaka ; Kamali R; Hariesh R; Vengatesh K, Enhancing Accuracy in Real-Time Object Detection Using YOLOv12 Model with Transformer-Based Attention Mechanisms, International conference, PSG Tech,