Energy-Efficient Cluster-Based Routing Protocol for WSN Based on Hybrid BSO-TLBO Optimization Model. - Kannan Krishnan; B. Yamini; Wael Mohammad Alenazy; M. Nalini (Comput. J., 2021)

Performance Analysis of Multi-objective Data Placement Technique and Sine Optimization Algorithm to Measure Prediction in Large Volume of Data Storage. - H. Sudarsan Kumar Raju; M. Nalini; P. Senthil Murugan (ICCR, 2022)

Classification of Large Data Storage using Sine Optimization Algorithm and Comparison of Accuracy in terms of Distributed Community Discovery Algorithm. - H. Sudarsan Kumar Raju; M. Nalini; P. Senthil Murugan (ICCR, 2022)

An efficient cloud-based healthcare services paradigm for chronic kidney disease prediction application using boosted support vector machine. - J. Aswini; B. Yamini; Rajaram Jatothu; K. Sankara Nayaki; M. Nalini (Concurr. Comput. Pract. Exp., 2022)

Enhancing Detection of R2L Attacks by Multistage Clustering Based Outlier Detection. - J. Rene Beulah; M. Nalini; D. Shiny Irene; D. Shalini Punithavathani (Wirel. Pers. Commun., 2022)

Personalized ontology and deep training tree-based optimal gated recurrent unit-recurrent neural network for prediction of students' behavior. - F. Mary Harin Fernandez; T. Venkata Ramana; Mahammad Shabana; V. Kannagi; M. Nalini (Concurr. Comput. Pract. Exp., 2023)

Enhancing anomaly detection Efficiency: Introducing grid searchbased multi-population particle Swarm optimization algorithm based optimized Regional based Convolutional neural network for robust and scalable solutions in High-Dimensional data. - M. Nalini; B. Yamini; F. Mary Harin Fernandez; P. S. Uma Priyadarsini (Biomed. Signal Process. Control., 2024)

Optimizing Storage Efficiency Through Pipelining and Parallelization for Enhanced Data Deduplication. - M. Nalini; R. Thilagavathy; K. Bhargavi; K. Thinakaran (J. Circuits Syst. Comput., 2024)

Detection of diabetic retinopathy severity from fundus images: DCNN. - T. Senthil Kumar; R. Muthalagu; L. Mohana Sundari; M. Nalini (Int. J. Medical Eng. Informatics, 2025)

Enhancing early attack detection: novel hybrid density-based isolation forest for improved anomaly detection. - M. Nalini; B. Yamini; C. Ambhika; R. Siva Subramanian (Int. J. Mach. Learn. Cybern., 2025)