A comprehensive survey of drug-target interaction analysis in allopathy and siddha medicine. - Uma E.; Mala T.; Geetha A. V.; Priyanka D. (Artif. Intell. Medicine, 2024)

Multimodal Emotion Recognition with Deep Learning: Advancements, challenges, and future directions. - Geetha Vijayaraghavan; Mala T.; Priyanka D.; Uma E. (Inf. Fusion, 2024)

A computationally intelligent framework for traffic engineering and congestion management in software-defined network (SDN). - L. Leo Prasanth; E. Uma (EURASIP J. Wirel. Commun. Netw., 2024)

DICCA-DTA: Diffusion and Contextualized Capsule Attention guided Factorized Cross-Pooling for Drug-Target Affinity prediction. - Uma E.; Mala T. (Comput. Biol. Chem., 2025)

Securing the edge: privacy-preserving federated learning for insider threats in IoT networks. - K. Kamatchi; E. Uma (J. Supercomput., 2025)

Revolutionizing neurostimulator care: enhancing remote health monitoring through SDN-cloud networks. - L. Leo Prasanth; E. Uma (Telecommun. Syst., 2025)

Insights into user behavioral-based insider threat detection: systematic review. - K. Kamatchi; E. Uma (Int. J. Inf. Sec., 2025)