Year :2024

Published in :GSK-LocS: Towards a more effective generalisation in population-based neural network training

Title of publication:Alexandria Engineering Journal

Year :2023

Published in :ZS‑DML: Zero‑Shot Deep Metric Learning approach for plant leaf disease classification

Title of publication: Multimedia Tools and Applications

Published in :Fast and Accurate Image Retrieval using Knowledge Distillation from Multiple Deep pre-trained Networks

Title of publication: Multimedia Tools and Applications

Published in :Ensemble of loss functions to improve generalizability of deep metric learning methods

Title of publication: Multimedia Tools and Applications

Published in :Robust Semi-supervised Fake News Recognition by Effective Augmentations and Ensemble of Diverse Deep Learners

Title of publication:IEEE Access

Year :2022

Published in :A framework to enhance generalization of deep metric learning methods using general discriminative feature learning and class adversarial neural networks

Title of publication:Applied Intelligence

Published in :low-rank robust online distance/similarity learning based on the rescaled hinge loss

Title of publication:Applied Intelligence

Published in :Multimodal Fake-News Recognition Using Ensemble of Deep Learners

Title of publication:Entropy

Published in :Population-based self-adaptive Generalised Masi Entropy for image segmentation: A novel representation

Title of publication:Knowledge-Based Systems

Year :2021

Published in :Large-Scale Local Online Similarity/Distance Learning Framework Based on Passive/Aggressive

Title of publication:International Journal of Pattern Recognition and Artificial Intelligence

Published in :A Grouping Differential Evolution Algorithm Boosted by Attraction and Repulsion Strategies for Masi Entropy-Based Multi-Level Image Segmentation

Title of publication:entropy

Year :2020

Published in :Combination of loss functions for robust breast cancer prediction

Title of publication:Computers and Electrical Engineering

Published in :Robust metric learning based on the rescaled hinge loss

Title of publication:International Journal of Machine Learning and Cybernetics

Published in : Large-Scale Multi-modal Distance Metric Learning with Application to Content-Based Information Retrieval and Image Classification

Title of publication:International Journal of Pattern Recognition and Artificial Intelligence

Year :2019

Published in :Sparse Bayesian approach for metric learning in latent space

Title of publication:Knowledge-Based Systems

Year :2018

Published in :Sparse Bayesian similarity learning based on posterior distribution of data

Title of publication:Engineering Applications of Artificial Intelligence