| KNNOR: An oversampling technique for imbalanced datasets A Islam, SB Belhaouari, AU Rehman, H Bensmail Applied Soft Computing 115, 108288, 2022 | 54 | 2022 |
| Multi-cluster jumping particle swarm optimization for fast convergence AU Rehman, A Islam, SB Belhaouari IEEE Access 8, 189382-189394, 2020 | 18 | 2020 |
| IJCB 2022 mobile behavioral biometrics competition (MobileB2C) G Stragapede, R Vera-Rodriguez, R Tolosana, A Morales, J Fierrez, ... 2022 IEEE International Joint Conference on Biometrics (IJCB), 1-7, 2022 | 7 | 2022 |
| K Nearest Neighbor OveRsampling approach: An open source python package for data augmentation A Islam, SB Belhaouari, AU Rehman, H Bensmail Software Impacts 12, 100272, 2022 | 6 | 2022 |
| Cyber-physical system demonstration of an automated shuttle-conveyor-belt operation for inventory control of multiple stockpiles: A proof of concept M Yaqot, RE Franzoi, A Islam, BC Menezes IEEE Access 10, 127636-127653, 2022 | 5 | 2022 |
| Jumping particle swarm optimization A Ur Rehman, A Islam, N Azizi, SB Belhaouari Proceedings of Sixth International Congress on Information and Communication …, 2022 | 3 | 2022 |
| Deep learning in healthcare SB Belhaouari, A Islam Multiple Perspectives on Artificial Intelligence in Healthcare …, 2021 | 3 | 2021 |
| Class aware auto encoders for better feature extraction A Islam, SB Belhaouari 2021 International Conference on Electrical, Communication, and Computer …, 2021 | 3 | 2021 |
| Can ChatGPT be Your Personal Medical Assistant? MR Biswas, A Islam, Z Shah, W Zaghouani, SB Belhaouari 2023 Tenth International Conference on Social Networks Analysis, Management …, 2023 | 2 | 2023 |
| Pushing Boundaries: Exploring Zero Shot Object Classification with Large Multimodal Models A Islam, MR Biswas, W Zaghouani, SB Belhaouari, Z Shah 2023 Tenth International Conference on Social Networks Analysis, Management …, 2023 | 1 | 2023 |
| Fast and Efficient Image Generation Using Variational Autoencoders and K-Nearest Neighbor OveRsampling Approach A Islam, SB Belhaouari IEEE Access 11, 28416-28426, 2023 | 1 | 2023 |
| Framework Design for Similar Video Detection: A Graph Based Video Clustering Approach NF Al-Thani, A Islam, SB Belhaouari, S Faramarzinia 2022 International Symposium on Multidisciplinary Studies and Innovative …, 2022 | 1 | 2022 |
| A Novel Feature Extraction Technique for ECG Arrhythmia Classification Using ML MM Rahman, A Islam, S Charni, H Bensmail, T Hilbel, SB Belhaouari 2023 IEEE Intl Conf on Dependable, Autonomic and Secure Computing, Intl Conf …, 2023 | | 2023 |
| Optimizing Large Models For Performance And Sustainability Through Evolutionary Pruning A Islam, SB Belhaouari, A Bermak | | 2023 |
| Neural Network Optimization with Weight Evolution SB Belhaouari, A Islam ICML 2023 Workshop Neural Compression: From Information Theory to Applications, 2023 | | 2023 |
| Enhancing the Machine Learning Pipeline for a Sustainable Future A Islam PQDT-Global, 2023 | | 2023 |
| Smart Pruning of Deep Neural Networks Using Curve Fitting and Evolution of Weights A Islam, SB Belhaouari International Conference on Machine Learning, Optimization, and Data Science …, 2022 | | 2022 |
| Analysing keystroke dynamics using wavelet transforms A Islam, SB Belhaouari 2022 IEEE International Carnahan Conference on Security Technology (ICCST), 1-5, 2022 | | 2022 |
| Oversampling Techniques for Imbalanced Data in Regression SB Belhaouari, A Islam, K Kassoul, A Al‑Fuqaha, A Bouzerdoum Available at SSRN 4577876, 0 | | |
| Deep Knnor for Imbalanced Regression A Islam, SB Belhaouari Available at SSRN 4156571, 0 | | |
