Rate My Professor R. Arockia Xavier Annie

Dr. Annie's research focuses on machine learning, security, multimedia, video processing, natural language processing, data structures and algorithms, and data analytics. She has published 25 journal articles, 3 book chapters, 12 conference papers, and 1 review, accumulating 112 citations and an h-index of 6. Select publications include "GBiL: A hybrid gated recurrent units (GRU) and bidirectional long short-term memory (BiLSTM) model with Particle Swarm Optimization for a Robust VANET IDS" (2025), "Keyframe Extraction Algorithm for Continuous Sign-Language Videos Using Angular Displacement and Sequence Check Metrics" (2024), "DRADTiP: Drug repurposing for aging disease through drug-target interaction prediction" (2024), "Genetically and semantically aware homogeneous network for prediction and scoring of comorbidities" (2024), "Live-coding vs Static Code Examples: Which is better with respect to Student Learning and Cognitive Load?" (2020), and "Enhanced intrusion detection techniques for mobile ad hoc networks" (2007). Her accolades encompass the IBM Great Mind Challenge Drona Awards in 2008 and 2010, Best Paper Award from Global Illuminators Malaysia in 2015, and Best Organizer Award at the International Conference on Software Defined Networking in 2019. She is a member of ACM and AAAI, and a life member of the International Association of Engineers (IAENG). As Principal Investigator for the ISEA Phase III project, she contributes to cybersecurity initiatives and organizes workshops and bootcamps.