Geraldine Bessie Amali

11 papers Journal 11
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Physics-Based Hyper Parameter Optimized Federated Multi-Layered Deep Learning Model for Intrusion Detection in IoT Networks.
IEEE Access
Chirag Jitendra Chandnani, Vedik Agarwal, Shlok Chetan Kulkarni, Aditya Aren, Geraldine Bessie Amali, Kathiravan Srinivasan
2025 J jnl
A new framework with convoluted oscillatory neural network for efficient object-based land use and land cover classification on remote sensing images.
Frontiers Artif. Intell.
Chirag Jitendra Chandnani, Shlok Chetan Kulkarni, Geraldine Bessie Amali, Rohini Selvaraj
2025 J jnl
Biologically inspired oscillating activation functions can bridge the performance gap between biological and artificial neurons.
Expert Syst. Appl.
Mathew Mithra Noel, Shubham Bharadwaj, Venkataraman Muthiah-Nakarajan, Praneet Dutta, Geraldine Bessie Amali
2024 J jnl
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.
IEEE Access
Rohini Selvaraj, Geraldine Bessie Amali
2023 J jnl
Alternate Loss Functions Can Improve the Performance of Artificial Neural Networks.
CoRR
Mathew Mithra Noel, Arindam Banerjee, Geraldine Bessie Amali
2022 J jnl
A New Deep Learning Approach Enhanced with Ensemble Learning for Accurate Intrusion Detection in IOT Networks.
Ad Hoc Sens. Wirel. Networks
Jothi K. R, Mehul Jain, Ankit Jain, Geraldine Bessie Amali, Oswalt Manoj Stanislaus
2021 J jnl
A new biologically inspired global optimization algorithm based on firebug reproductive swarming behaviour.
Expert Syst. Appl.
Mathew Mithra Noel, Venkataraman Muthiah-Nakarajan, Geraldine Bessie Amali, Advait Trivedi
2021 J jnl
Biologically Inspired Oscillating Activation Functions Can Bridge the Performance Gap between Biological and Artificial Neurons.
CoRR
Matthew Mithra Noel, Shubham Bharadwaj, Venkataraman Muthiah-Nakarajan, Praneet Dutta, Geraldine Bessie Amali
2020 J jnl
A new parallel galactic swarm optimization algorithm for training artificial neural networks.
J. Intell. Fuzzy Syst.
Shubham Bhardwaj, Geraldine Bessie Amali, Amrut Phadke, K. S. Umadevi, P. Balakrishnan
2019 J jnl
Wildebeest herd optimization: A new global optimization algorithm inspired by wildebeest herding behaviour.
J. Intell. Fuzzy Syst.
Geraldine Bessie Amali, M. Dinakaran
2017 J jnl
Design of image enhancement filters using a novel parallel particle swarm optimisation algorithm.
Int. J. Adv. Intell. Paradigms
Geraldine Bessie Amali, Siddhartha Bhuyan, Aju