Ashhadul Islam

28 papers B 1C 1Journal 17Unranked 9
YearRankTypeTitle / Venue / Authors
2026 J jnl
Bio-inspired adaptive neurons for dynamic weighting in Artificial Neural Networks.
AI Open
Ashhadul Islam, Abdesselam Bouzerdoum, Samir Brahim Belhaouari
2026 J jnl
Random Jungle: A Nature-Inspired Improvement of Tree-Based Classifiers.
IEEE Access
Insaf Kraidia, Mohammad Mominur Rahman, Ashhadul Islam, Samir Brahim Belhaouari
2025 J jnl
KNNOR-Reg: A python package for oversampling in imbalanced regression.
Softw. Impacts
Samir Brahim Belhaouari, Ashhadul Islam, Khelil Kassoul, Ala I. Al-Fuqaha, Abdesselam Bouzerdoum
2025 J jnl
Oversampling and Downsampling with Core-Boundary Awareness: A Data Quality-Driven Approach.
CoRR
Samir Brahim Belhaouari, Yunis Carreon Kahalan, Humaira Shaffique, Ismael Belhaouari, Ashhadul Islam
2025 J jnl
RadEx: An open source python package for nonlinear radon transformation.
Softw. Impacts
Farida Mohsen, Ashhadul Islam, Firas Mohsen, Zubair Shah, Samir Brahim Belhaouari
2025 — conf
Retrieval Augmented Generation System for Mental Health Information.
MedInfo
Hurmat Ali Shah, Ashhadul Islam, Zain Ul Abideen Tariq, Samir B. Belhaouari, Mowafa S. Househ
2025 J jnl
Systematic Weight Evaluation for Pruning Large Language Models: Enhancing Performance and Sustainability.
CoRR
Ashhadul Islam, Samir Brahim Belhaouari, Amine Bermak
2024 J jnl
Bio-Inspired Adaptive Neurons for Dynamic Weighting in Artificial Neural Networks.
CoRR
Ashhadul Islam, Abdesselam Bouzerdoum, Samir Brahim Belhaouari
2024 — conf
Introducing Novel Radon Based Transform for Disease Detection From Chest X-Ray Images.
PAIS
Ashhadul Islam, Farida Mohsen, Zubair Shah, Samir Brahim Belhaouari
2024 — conf
Introducing Radex: Adaptive Parameterized Feature Extraction from Medical Images.
CGI (1)
Ashhadul Islam, Farida Mohsen, Zubair Shah, Samir Brahim Belhaouari
2024 C conf
Multimodal Deep Learning for Diabetic Retinopathy Grading: Integrating Linear-Radon Sinograms and Retinal Fundus Images.
MMSP
Farida Mohsen, Uzair Shah, Ashhadul Islam, Zubair Shah, Samir Brahim Belhaouari
2024 J jnl
Oversampling techniques for imbalanced data in regression.
Expert Syst. Appl.
Samir Brahim Belhaouari, Ashhadul Islam, Khelil Kassoul, Ala I. Al-Fuqaha, Abdesselam Bouzerdoum
2024 J jnl
Pushing Boundaries: Exploring Zero Shot Object Classification with Large Multimodal Models.
CoRR
Ashhadul Islam, Md. Rafiul Biswas, Wajdi Zaghouani, Samir Brahim Belhaouari, Zubair Shah
2024 J jnl
Zooming Into Clarity: Image Denoising Through Innovative Autoencoder Architectures.
IEEE Access
Khatereh Mohammadi, Ashhadul Islam, Samir Brahim Belhaouari
2023 — conf
A Novel Feature Extraction Technique for ECG Arrhythmia Classification Using ML.
DASC/PiCom/CBDCom/CyberSciTech
Mohammad Mominur Rahman, Ashhadul Islam, Skander Charni, Halima Bensmail, Thomas Hilbel, Samir Brahim Belhaouari
2023 — conf
Can ChatGPT be Your Personal Medical Assistant?
SNAMS
Md. Rafiul Biswas, Ashhadul Islam, Zubair Shah, Wajdi Zaghouani, Samir Brahim Belhaouari
2023 J jnl
Can ChatGPT be Your Personal Medical Assistant?
CoRR
Md. Rafiul Biswas, Ashhadul Islam, Zubair Shah, Wajdi Zaghouani, Samir Brahim Belhaouari
2023 J jnl
Fast and Efficient Image Generation Using Variational Autoencoders and K-Nearest Neighbor OveRsampling Approach.
IEEE Access
Ashhadul Islam, Samir Brahim Belhaouari
2023 — conf
Pushing Boundaries: Exploring Zero Shot Object Classification with Large Multimodal Models.
SNAMS
Ashhadul Islam, Md. Rafiul Biswas, Wajdi Zaghouani, Samir Brahim Belhaouari, Zubair Shah
2022 — conf
Analysing keystroke dynamics using wavelet transforms.
ICCST
Ashhadul Islam, Samir Brahim Belhaouari
2022 J jnl
Cyber-Physical System Demonstration of an Automated Shuttle-Conveyor-Belt Operation for Inventory Control of Multiple Stockpiles: A Proof of Concept.
IEEE Access
Mohammed Yaqot, Robert Eduard Franzoi, Ashhadul Islam, Brenno C. Menezes
2022 B conf
IJCB 2022 Mobile Behavioral Biometrics Competition (MobileB2C).
IJCB
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, Sumaiya Ahmad, Suraiya Jabin
2022 J jnl
IJCB 2022 Mobile Behavioral Biometrics Competition (MobileB2C).
CoRR
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, Sumaiya Ahmad, Suraiya Jabin
2022 J jnl
K Nearest Neighbor OveRsampling approach: An open source python package for data augmentation.
Softw. Impacts
Ashhadul Islam, Samir Brahim Belhaouari, Atiq ur Rehman, Halima Bensmail
2022 J jnl
KNNOR: An oversampling technique for imbalanced datasets.
Appl. Soft Comput.
Ashhadul Islam, Samir Brahim Belhaouari, Atiq ur Rehman, Halima Bensmail
2022 — conf
Smart Pruning of Deep Neural Networks Using Curve Fitting and Evolution of Weights.
LOD (2)
Ashhadul Islam, Samir Brahim Belhaouari
2021 — conf
Jumping Particle Swarm Optimization.
ICICT (2)
Atiq ur Rehman, Ashhadul Islam, Nabiha Azizi, Samir Brahim Belhaouari
2020 J jnl
Multi-Cluster Jumping Particle Swarm Optimization for Fast Convergence.
IEEE Access
Atiq ur Rehman, Ashhadul Islam, Samir Brahim Belhaouari