Multi-Cluster Jumping Particle Swarm Optimization for Fast Convergence. - Atiq ur Rehman 002; Ashhadul Islam; Samir Brahim Belhaouari (IEEE Access, 2020)

Jumping Particle Swarm Optimization. - Atiq ur Rehman 002; Ashhadul Islam; Nabiha Azizi; Samir Brahim Belhaouari (ICICT (2), 2021)

IJCB 2022 Mobile Behavioral Biometrics Competition (MobileB2C). - Giuseppe Stragapede; Rubén Vera-Rodríguez; Ruben Tolosana; Aythami Morales; Julian Fiérrez; Javier Ortega-Garcia; Sanka Rasnayaka; Sachith Seneviratne; Vipula Dissanayake; Jonathan Liebers; Ashhadul Islam; Samir Brahim Belhaouari; et al. (IJCB, 2022)

Analysing keystroke dynamics using wavelet transforms. - Ashhadul Islam; Samir Brahim Belhaouari (ICCST, 2022)

Smart Pruning of Deep Neural Networks Using Curve Fitting and Evolution of Weights. - Ashhadul Islam; Samir Brahim Belhaouari (LOD (2), 2022)

Cyber-Physical System Demonstration of an Automated Shuttle-Conveyor-Belt Operation for Inventory Control of Multiple Stockpiles: A Proof of Concept. - Mohammed Yaqot; Robert Eduard Franzoi; Ashhadul Islam; Brenno C. Menezes (IEEE Access, 2022)

KNNOR: An oversampling technique for imbalanced datasets. - Ashhadul Islam; Samir Brahim Belhaouari; Atiq ur Rehman 002; Halima Bensmail (Appl. Soft Comput., 2022)

K Nearest Neighbor OveRsampling approach: An open source python package for data augmentation. - Ashhadul Islam; Samir Brahim Belhaouari; Atiq ur Rehman 002; Halima Bensmail (Softw. Impacts, 2022)

A Novel Feature Extraction Technique for ECG Arrhythmia Classification Using ML. - Mohammad Mominur Rahman; Ashhadul Islam; Skander Charni; Halima Bensmail; Thomas Hilbel; Samir Brahim Belhaouari (DASC/PiCom/CBDCom/CyberSciTech, 2023)

Can ChatGPT be Your Personal Medical Assistant? - Md. Rafiul Biswas; Ashhadul Islam; Zubair Shah; Wajdi Zaghouani; Samir Brahim Belhaouari (SNAMS, 2023)

Pushing Boundaries: Exploring Zero Shot Object Classification with Large Multimodal Models. - Ashhadul Islam; Md. Rafiul Biswas; Wajdi Zaghouani; Samir Brahim Belhaouari; Zubair Shah (SNAMS, 2023)

Fast and Efficient Image Generation Using Variational Autoencoders and K-Nearest Neighbor OveRsampling Approach. - Ashhadul Islam; Samir Brahim Belhaouari (IEEE Access, 2023)

Introducing Radex: Adaptive Parameterized Feature Extraction from Medical Images. - Ashhadul Islam; Farida Mohsen; Zubair Shah; Samir Brahim Belhaouari (CGI (1), 2024)

Multimodal Deep Learning for Diabetic Retinopathy Grading: Integrating Linear-Radon Sinograms and Retinal Fundus Images. - Farida Mohsen; Uzair Shah; Ashhadul Islam; Zubair Shah; Samir Brahim Belhaouari (MMSP, 2024)

Introducing Novel Radon Based Transform for Disease Detection From Chest X-Ray Images. - Ashhadul Islam; Farida Mohsen; Zubair Shah; Samir Brahim Belhaouari (PAIS, 2024)

Zooming Into Clarity: Image Denoising Through Innovative Autoencoder Architectures. - Khatereh Mohammadi; Ashhadul Islam; Samir Brahim Belhaouari (IEEE Access, 2024)

Bio-Inspired Adaptive Neurons for Dynamic Weighting in Artificial Neural Networks. - Ashhadul Islam; Abdesselam Bouzerdoum; Samir Brahim Belhaouari (CoRR, 2024)

Oversampling techniques for imbalanced data in regression. - Samir Brahim Belhaouari; Ashhadul Islam; Khelil Kassoul; Ala I. Al-Fuqaha; Abdesselam Bouzerdoum (Expert Syst. Appl., 2024)

KNNOR-Reg: A python package for oversampling in imbalanced regression. - Samir Brahim Belhaouari; Ashhadul Islam; Khelil Kassoul; Ala I. Al-Fuqaha; Abdesselam Bouzerdoum (Softw. Impacts, 2025)

RadEx: An open source python package for nonlinear radon transformation. - Farida Mohsen; Ashhadul Islam; Firas Mohsen; Zubair Shah; Samir Brahim Belhaouari (Softw. Impacts, 2025)

Systematic Weight Evaluation for Pruning Large Language Models: Enhancing Performance and Sustainability. - Ashhadul Islam; Samir Brahim Belhaouari; Amine Bermak (CoRR, 2025)