R. Jayashree

Jayashree R. , PhD, is an assistant professor at the College of Science and Humanities, SRM Institute of Science and Technology, Kattankulathur, Chennai, India. She has served as coordinator for conducting various events in the National Level Symposium and Workshops organized by SRM IST. She has published many papers in International and National Journals. She is a reviewer in Scopus and Web of Science Indexed journals: IEEE Access, IEEE Transactions on Computational Social systems and The Journal of SuperComputers. She won a Gold Medal for a paper entitled “A splay tree based approach for a recommending system in ranking a community driven question-answering website”, which was presented under Faculty category for Research Day 2019. She is an Editorial board member of the journal “American Journal of Education and Information Technology”. Her area of interests includes Machine Learning and Deep learning.

Publications

Optimized Deep Learning-Based Intrusion Detection Using WOA With LightGBM
Optimized Deep Learning-Based Intrusion Detection Using WOA With LightGBM
R. Jayashree, J. Venkata Subramanian. © 2024. 14 pages.
Machine learning is a powerful tool in both cryptosystem and cryptanalysis. Intrusion detection is a significant part of cyber defence plans where improvements are needed to deal...
Restricted Boltzmann Machine-Driven Matchmaking Algorithm With Interactive Estimation of Distribution for Websites
Restricted Boltzmann Machine-Driven Matchmaking Algorithm With Interactive Estimation of Distribution for Websites
Jayashree R., Vaithyasubramanian S.. © 2021. 19 pages.
In this chapter, restricted Boltzmann machine-driven (RBM) algorithm is presented with an enhanced interactive estimation of distribution (IED) method for websites. Indian...