Design of image enhancement filters using a novel parallel particle swarm optimisation algorithm. - Geraldine Bessie Amali; Siddhartha Bhuyan; Aju (Int. J. Adv. Intell. Paradigms, 2017)

Wildebeest herd optimization: A new global optimization algorithm inspired by wildebeest herding behaviour. - Geraldine Bessie Amali; M. Dinakaran (J. Intell. Fuzzy Syst., 2019)

A new parallel galactic swarm optimization algorithm for training artificial neural networks. - Shubham Bhardwaj; Geraldine Bessie Amali; Amrut Phadke; K. S. Umadevi; P. Balakrishnan (J. Intell. Fuzzy Syst., 2020)

Biologically Inspired Oscillating Activation Functions Can Bridge the Performance Gap between Biological and Artificial Neurons. - Matthew Mithra Noel; Shubham Bharadwaj; Venkataraman Muthiah-Nakarajan; Praneet Dutta; Geraldine Bessie Amali (CoRR, 2021)

A new biologically inspired global optimization algorithm based on firebug reproductive swarming behaviour. - Mathew Mithra Noel; Venkataraman Muthiah-Nakarajan; Geraldine Bessie Amali; Advait Trivedi (Expert Syst. Appl., 2021)

A New Deep Learning Approach Enhanced with Ensemble Learning for Accurate Intrusion Detection in IOT Networks. - Jothi K. R; Mehul Jain; Ankit Jain; Geraldine Bessie Amali; Oswalt Manoj Stanislaus (Ad Hoc Sens. Wirel. Networks, 2022)

Alternate Loss Functions Can Improve the Performance of Artificial Neural Networks. - Mathew Mithra Noel; Arindam Banerjee 002; Geraldine Bessie Amali (CoRR, 2023)

A New Texture Aware - Seed Demand Enhanced Simple Non-Iterative Clustering (ESNIC) Segmentation Algorithm for Efficient Land Use and Land Cover Mapping on Remote Sensing Images. - Rohini Selvaraj; Geraldine Bessie Amali (IEEE Access, 2024)

A Physics-Based Hyper Parameter Optimized Federated Multi-Layered Deep Learning Model for Intrusion Detection in IoT Networks. - Chirag Jitendra Chandnani; Vedik Agarwal; Shlok Chetan Kulkarni; Aditya Aren; Geraldine Bessie Amali; Kathiravan Srinivasan (IEEE Access, 2025)

Biologically inspired oscillating activation functions can bridge the performance gap between biological and artificial neurons. - Mathew Mithra Noel; Shubham Bharadwaj; Venkataraman Muthiah-Nakarajan; Praneet Dutta; Geraldine Bessie Amali (Expert Syst. Appl., 2025)