| Single and multi-agent deep reinforcement learning for AI-enabled wireless networks: A tutorial A Feriani, E Hossain IEEE Communications Surveys & Tutorials 23 (2), 1226-1252, 2021 | 236 | 2021 |
| Hacking google recaptcha v3 using reinforcement learning I Akrout, A Feriani, M Akrout arXiv preprint arXiv:1903.01003, 2019 | 38 | 2019 |
| Multiobjective load balancing for multiband downlink cellular networks: A meta-reinforcement learning approach A Feriani, D Wu, YT Xu, J Li, S Jang, E Hossain, X Liu, G Dudek IEEE Journal on Selected Areas in Communications 40 (9), 2614-2629, 2022 | 20 | 2022 |
| Tracking pandemics: A MEC-enabled IoT ecosystem with learning capability A Feriani, A Refaey, E Hossain IEEE Internet of Things Magazine 3 (3), 40-45, 2020 | 18 | 2020 |
| Dvolver: Efficient pareto-optimal neural network architecture search G Michel, MA Alaoui, A Lebois, A Feriani, M Felhi arXiv preprint arXiv:1902.01654, 2019 | 16 | 2019 |
| On the robustness of deep reinforcement learning in IRS-aided wireless communications systems A Feriani, A Mezghani, E Hossain arXiv preprint arXiv:2107.08293, 2021 | 11 | 2021 |
| Domain generalization in machine learning models for wireless communications: Concepts, state-of-the-art, and open issues M Akrout, A Feriani, F Bellili, A Mezghani, E Hossain IEEE Communications Surveys & Tutorials, 2023 | 10 | 2023 |
| Continual learning-based MIMO channel estimation: A benchmarking study M Akrout, A Feriani, F Bellili, A Mezghani, E Hossain ICC 2023-IEEE International Conference on Communications, 2631-2636, 2023 | 3 | 2023 |
| Mixed-variable PSO with fairness on multi-objective field data replication in wireless networks D Yuan, Y Nam, A Feriani, A Konar, D Wu, S Jang, X Liu, G Dudek ICC 2023-IEEE International Conference on Communications, 3720-3725, 2023 | 2 | 2023 |
| Variational Inference-Based Channel Estimation for Reconfigurable Intelligent Surface-Aided Wireless Systems F Fredj, A Feriani, A Mezghani, E Hossain ICC 2023-IEEE International Conference on Communications, 3456-3461, 2023 | 1 | 2023 |
| Intelligent Reflecting Surfaces (IRS)‐Aided Cellular Networks and Deep Learning‐Based Design T Shafique, A Feriani, H Tabassum, E Hossain Intelligent Reconfigurable Surfaces (IRS) for Prospective 6G Wireless …, 2022 | 1 | 2022 |
| Meta multi-objective reinforcement learning for communication load balancing A Feriani | 1 | 2022 |
| Channel Estimation in RIS-Enabled mmWave Wireless Systems: A Variational Inference Approach F Fredj, A Feriani, A Mezghani, E Hossain IEEE Transactions on Wireless Communications, 2024 | | 2024 |
| Device-Free Human State Estimation using UWB Multi-Static Radios SA Laham, BH Baghi, PY Lajoie, A Feriani, S Herath, S Liu, G Dudek arXiv preprint arXiv:2401.05410, 2023 | | 2023 |
| SAGE: Smart home Agent with Grounded Execution D Rivkin, F Hogan, A Feriani, A Konar, A Sigal, S Liu, G Dudek arXiv preprint arXiv:2311.00772, 2023 | | 2023 |
| CeBed: A Benchmark for Deep Data-Driven OFDM Channel Estimation A Feriani, D Wu, S Liu, G Dudek arXiv preprint arXiv:2306.13761, 2023 | | 2023 |
| Method of load forecasting via knowledge distillation, and an apparatus for the same HU Chengming, X Chen, A Feriani, J Wang, J Kang, X Liu, GL Dudek, ... US Patent App. 17/902,626, 2023 | | 2023 |
| Communication load balancing via meta multi-objective reinforcement learning D Wu, A Feriani, YT Xu, J Seowoo, M Jenkin, X Liu, GL Dudek, J Li US Patent App. 17/903,646, 2023 | | 2023 |
| A 35-Year Longitudinal Analysis of Dermatology Patient Behavior Across Economic and Cultural Manifestations in Tunisia, and the Impact of Digital Tools M Akrout, H Amdouni, A Feriani, M Kourda, L Abid Workshop on the Ethical and Philosophical Issues in Medical Imaging, 38-50, 2022 | | 2022 |
| Dynamic Noises of Multi-Agent Environments Can Improve Generalization: Agent-based Models meets Reinforcement Learning M Akrout, A Feriani, B McLeod arXiv preprint arXiv:2204.14076, 2022 | | 2022 |
Ekram HossainProfessor, University of Manitoba, Canada, IEEE Fellow在 umanitoba.ca 的电子邮件经过验证
