Cyber Attack Recognition in an Internet of Things-Enabled Environment Using a Hybrid Optimised Deep Learning Approach, Journal of Wireless Mobile Networks, Ubiquitous Computing, and Dependable Applications, vol. 16 (1), pp. 49-71, 2025
Machine Learning Based Vehicle Traffic Patterns Prediction Model (ML-VTPM) With Mobile Crowd Sensing for Transportation System, Journal of Wireless Mobile Networks, Ubiquitous Computing, and Dependable Applications, vol. 16 (1), pp. 1-25, 2025
MSW-DeepStack: Innovative Municipal Solid Waste Prediction Model for Informed Decision-Making, International Journal of Environmental Impacts, Vol. 8 (1), pp. 41-51, 2025
CSA-Forecaster: Stacked Model for Forecasting Child Sexual Abuse, Journal of Internet Services and Information Security (JISIS), 14(1), 219-241, 2024
MSW-Net: A Hierarchical Stacking Model for Automated Municipal Solid Waste Classification. Journal of the Air & Waste Management Association, 74(8), 569–580, 2024
Detection of Health Insurance Fraud using Bayesian Optimized XGBoost, International Journal of Safety and Security Engineering, Vol. 13, No. 5, October, 2023, pp. 853-861, 2024
Forecasting the Municipal Solid Waste Using GSO-XGBoost Model. Intelligent Automation & Soft Computing, 37, no. 1, Jan 2023.
BS-SC Model: A Novel Method for Predicting Child Abuse Using Borderline-SMOTE Enabled Stacking Classifier, Computer Systems Science and Engineering, Vol – 46(2):1311-1336, Jan 2023
A Novel Dynamic Bit Rate Analysis Technique for Adaptive Video Streaming over HTTP Support, Sensors, Vol – 22, Pages: 1-19, Nov 2022.
Expression invariant face recognition based on multi-level feature fusion and transfer learning technique, Multimedia Tools and Applications -Springer, Vol – 81 , 37183–37201, Nov 2022
Predicting Academic Performance of Immigrant Students Using XGBoost Regressor, International Journal of Information Technology and Web Engineering, Vol – 17 , pp. 1- 19, Jan 2022
A Novel Framework Using Zero Shot Learning Technique for a Non-Factoid Question Answering System, International Journal of Web-Based Learning and Teaching Technologies, vol.16 no.6, Nov 2021
Prediction of IoT Traffic Using the Gated Recurrent Unit Neural Network- (GRU-NN-) Based Predictive Model, International Journal of Security and Communication Networks, ISSN: 1939-0114, October 2021
Detection of Malicious Profiles and Protecting Users in Online Social Network, Wireless Personal Communications-Springer, Jan 2021
Optimized dual path analysis using finite automata theory in wireless sensor networks, International Journal of Intelligent Unmanned Systems, May 2020
Comparative analysis of energy based optimized dynamic source multipath routing protocol in WSNs, Vol. 16, No. 1 – Indonesian Journal of Electrical Engineering and Computer Science, ISSN/ISBN No. 2502-4752, Scopus, October 2019.
Optimized Routing Protocols for Data Monitoring in Wireless Sensor Network, Vol-8, No-3 – International Journal of Recent Technology and Engineering, ISSN/ISBN No. 2277-3878, Scopus, September 2019
Ontology Supported Hybrid Recommender System With Threshold Based Nearest Neighborhood Approach, International Journal of Information and Communication Technology Education, Vol 15 no.2, Feb 2019.
Implementation of Facial Expression in Chat Box, International Journal of Pure and Applied Mathematics, Vol. 48, Dec 2018.
Adaptive video streaming over HTTP through 4G wireless networks based on Buffer Analysis, Journal of Image and Video Processing, Vol. 41, June 2017.
Ultrasound Video Streaming using HEVC-XLD in WiMAX Networks, Asian Journal of Research in Social Sciences and Humanities, vol.6 no.8, Aug 2016.
QOS Aware Cross Layer Design for H.264-SVC Video Transmission Simulation over IEEE 802.11e Networks, Asian Journal of Information Technology, Vol.15, Dec 2016.
Adaptive Client Server Architecture to Support Video Streaming over Wireless Internet with Improved QoE, Asian Journal of Information Technology, Vol.15, June 2016.
Predictive Analytics on Student Academics, International Journal of Computer trends and Technology, Vol. 34, No. 2, April 2016.
Evaluating Vulnerability Tool To Analyze The Web Security Mechanism, International Journal of Applied Engineering Research, Vol. 10 No. 12, pp. 28385- 28392, July 2015.
A Survey on Near Field Communication Attacks, International Journal of Advanced Engineering Research and Science, Vol.2, No.1, pp: 87-90, Jan 2015.
A Survey on Telemedicine Approach Using Cross Layer Design in Video Streaming, International Journal of Scientific Engineering and Technology, Vol.3, No 7, pp: 955-958, Jul 2014.
Motion Based Summarization and Grouping of Events for Video Surveillance System, International Journal of Engineering Research, Vol.3, No 4, pp: 258-260, Apr 2014.
Conference Publications
Privacy Preserving Intrusion Detection in IoT Networks using Federated Learning, 4th International Conference on Women in Innovation, Technology and Entrepreneurship (ICWITE 2026), BMS College, Bangalore, July 2026 (IEEE Xplore) – Best Paper Award
AI-Powered Personalized Supplement and Workout Dosage Recommendation System using Machine Learning, Retrieval-Augmented Generation, and Explainable AI, International Conference on Intelligent Systems and Digital Transformation (ICISD'26), SRMIST, Chennai, April 2026 – Best Paper Award
Privacy Preserving Intrusion Detection in IoT Networks using Federated Learning, International Conference on Intelligent Systems and Digital Transformation (ICISD'26), SRM IST, Chennai, 2026
FitPulse Pro: An Intelligent Fitness Coaching System Integrating Real-Time Pose Detection with Comprehensive Cognitive State Monitoring, International Conference on Networking and Computing Technologies, Mizoram University, April 2026
AI and ML Integrated Security Operations Center (SOC) for Automated Cybersecurity Monitoring, International Conference on Networking and Computing Technologies, Mizoram University, April 2026
Automated Liver Disease Classification using Advanced Machine Learning Techniques, International Conference on Recent Challenges In Engineering And Technology, 2025
A Study on RNA-seq of Liquid Biopsy and ML Models for Cancer Detection, International Conference on Recent Challenges In Engineering And Technology, Bangalore, 2025
Virtual Mouse and Hand Gesture Control System Using Deep Learning, 7th International Conference in Intelligent Computing, Chennai, 2024
Detection of Distributed Denial of Service Attack in IoT Environment, 12th International Conference on Contemporary Engineering and Technology, 2024
A Comprehensive Investigation on Real-Time Object Detection in Deep Learning, IEEE Fifth International Conference on Advances in Electronics, Computers and Communications, 2023
Multifactor Authentication for ATM Security System, International Conference on Disruptive Technologies for Multi-Disciplinary Research and Applications, IEEE Xplore, Bengaluru, November 2021
A Survey on Prediction of Health Insurance Frauds Using Machine Learning, International Conference on Cutting Edge Technologies in Electrical, Communication, Embedded System and Soft Computing Techniques (ICECES'20) – AICTE, Tiruchirappalli, November 2020
Analysis of Classification Models to Predict the Post Graduate Admissions, International Conference on Cutting Edge Technologies in Electrical, Communication, Embedded System and Soft Computing Techniques (ICECES'20) – AICTE, Tiruchirappalli, November 2020
Predictive Analytics of Student Stress level using Naive Bayesian Classification Algorithm, International Conference on Computer Communication and Informatics, IEEE Xplore, January 2020
A Survey on Healthcare Monitoring System Using Smart Technology, International Conference on Computing Communication and Electrical Technologies, Hyderabad, August 2019
Privacy Preserving Cloud assisted Mobile Health data Monitoring, International Conference RTAICE 2015, Nehru Institute of Technology in association with CSI, Coimbatore, 27 March 2015
MSW-Net: A hierarchical stacking Model for automated municipal solid waste classification
CSA-Forecaster: Stacked Model for Forecasting Child Sexual Abuse
OptCatB: Optuna Hyperparameter Optimization Model to Forecast the Educational Proficiency of Immigrant Students based on CatBoost Regression
Deep Learning-Infused Cascading Regression Approach to Predict the Academic Performance of Immigrant Students
Detection of Health Insurance Fraud using Bayesian Optimized XGBoost
Enhancing Speech Emotional Recognition through a Multi-Layer Perceptron Model
BS-SC Model: A Novel Method for Predicting Child Abuse Using Borderline-SMOTE Enabled Stacking Classifier
Novel Framework for Improving the Correctness of Reference Answers to Enhance Results of ASAG Systems
Prediction of Brain Diseases Using Machine Learning Models: A Survey
A Novel Dynamic Bit Rate Analysis Technique for Adaptive Video Streaming over HTTP Support
Expression invariant face recognition based on multi-level feature fusion and transfer learning technique
Detection of malicious profiles and protecting users in online social networks
Predicting the Cardiac Diseases using SelectKBest Method Equipped Light Gradient Boosting Machine
Forecasting the Emission of Greenhouse Gases from the Waste using SARIMA Model
Real Time Profile Analysis and Fake Detection Model for Improved Profile Security in On-line Social Networks
Fake news detection on social networks using Machine learning techniques
Detection of depression among social media users with machine learning
Predicting Academic Performance of Immigrant Students Using XGBoost Regressor
Menstrual hygiene and waste management: The survey results
Naïve Bayes–AdaBoost Ensemble Model for Classifying Sexual Crimes
Skin Cancer Prediction Using Machine Learning Algorithms
Predicting the Soil Suitability using Machine Learning Techniques
A novel framework using zero shot learning technique for a non-factoid question answering system
Prediction of IoT Traffic Using the Gated Recurrent Unit Neural Network- (GRU-NN-) Based Predictive Model
Classification of traffic over collaborative IoT and Cloud platforms using deep learning recurrent LSTM
Predicting the Quantity of Municipal Solid Waste using XGBoost Model
Malnutrition Detection using Convolutional Neural Network
Optimized dual path analysis using finite automata theory in wireless sensor networks
Predicting the post graduate admissions using classification techniques
An Effective E-Learning Mechanism to Meet the Learning Demand of Industry 4.0
Crop Recommendation by Analysing the Soil Nutrients Using Machine Learning Techniques: A Study
An Efficient Text-Based Image Retrieval Using Natural Language Processing (NLP) Techniques
Survey on crime analysis and prediction using data mining and machine learning techniques
An Efficient Scene Content-Based Indexing and Retrieval on Video Lectures
Prediction of cardiac disease using supervised machine learning algorithms
Survey on utilization of internet of things in health monitoring systems
Survey on Predicting Educational Trends by Analyzing the Academic Performance of the Students
Towards Increasing the Efficiency of E-Learning Systems Using Recommendation System Approach
Ontology Supported Hybrid Recommender System With Threshold Based Nearest Neighborhood Approach
Comparative analysis of energy based optimized dynamic source multipath routing protocol in WSNs
Optimized routing protocols for data monitoring in wireless sensor network
Factors Influencing the Scholars Acceptance of Course Recommender System: A Case Study
Implementation of Facial Expression in Chat Box
Adaptive video streaming over HTTP through 4G wireless networks based on buffer analysis
Machine learning approach for quality adaptation of streaming video through 4G wireless network over HTTP
QOS Aware Cross Layer Design for H.264-SVC Video Transmission Simulation over IEEE 802.11e Networks
Adaptive video streaming over HTTP using stochastic bitrate prediction in 4G wireless networks
Adaptive Client Server Architecture to Support Video Streaming over Wireless Internet with Improved QoE
Ultrasound Video Streaming using HEVC-XLD in WiMAX Networks
Adaptive video streaming over HTTP through 3G/4G wireless networks employing dynamic on the fly bitrate analysis
An Improved Energy Efficient AODV Routing Protocol for MANETs
Cross Layer Design for Enhanced Video Transmission of H.264/SVC
Real Time Video Streaming with ROI Feature in Tele-Medicine Applications
A Survey on Telemedicine Approach Using Cross Layer Design in Video Streaming
Motion Based Summarization and Grouping of Events for Video Surveillance System
Multilayered resolution based coding for Internet video streaming
Cross layer implementation with multiple descriptive coding to support video streaming in IEEE 802.11 e networks
Patent Published
Soil-less Agricultural Monitoring and Controlling based on IoT (Approved – 202141022119)
Artificial Intelligence based Pest Control System for Agricultural Crops. (Approved – 202041011478)
Online system for E-farming. (Approved – 202041010223)
Brain Cancer Detection and Analysis with Advanced Imaging Technologies IOT. (Approved – 202041043071)
Book Chapter Published
AI Applications in Cyber Security and Communication Networks, A Genetic-Muted Leader Scheme with CNN-Based IDS for Industrial Internet of Things Networks, Vol. 1032, pp. 205-219, Springer Nature, 2024
Industry 4.0 Interoperability, Analytics, Security, and Case Studies, An Effective E-Learning Mechanism to Meet the Learning Demand of Industry 4.0, Chapter 15, pp. 244-262, 2021
Increasing the efficiency of E-learning System using Recommendation system Approach, Utilizing Datamining Techniques for Improving Learning, Chapter 3, pp. 35-55, 2020