Binary Hybrid Differential Evolution Algorithm for Multi-label Feature Selection. - Nelson Vithayathil Varghese; Amritpal Singh; Ashwin Suresh; Shahryar Rahnamayan (SMC, 2020)

A Feature-Based Machine Learning Approach for Mixed-Criticality Systems. - Nelson Vithayathil Varghese; Akramul Azim; Qusay H. Mahmoud (ICIT, 2021)

Optimization of Deep Reinforcement Learning with Hybrid Multi-Task Learning. - Nelson Vithayathil Varghese; Qusay H. Mahmoud (SysCon, 2021)

A Hybrid Multi-Task Learning Approach for Optimizing Deep Reinforcement Learning Agents. - Nelson Vithayathil Varghese; Qusay H. Mahmoud (IEEE Access, 2021)