| 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 | 453 | 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 25 (4), 3014-3037, 2023 | 64 | 2023 |
| Aiot smart home via autonomous llm agents D Rivkin, F Hogan, A Feriani, A Konar, A Sigal, X Liu, G Dudek IEEE Internet of Things Journal, 2024 | 50 | 2024 |
| Hacking google recaptcha v3 using reinforcement learning I Akrout, A Feriani, M Akrout arXiv preprint arXiv:1903.01003, 2019 | 48 | 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 | 41 | 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 | 23 | 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 | 17 | 2019 |
| 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 | 15 | 2023 |
| 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 | 13 | 2021 |
| 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 23 (8), 10350-10365, 2024 | 12 | 2024 |
| 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 | 12 | 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 | 5 | 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 | 3 | 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 | 3 | 2023 |
| 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 | 2 | 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 |
| 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 | 1 | 2022 |
| Meta multi-objective reinforcement learning for communication load balancing A Feriani | 1 | 2022 |
| Continuous tactile feedback for electronic devices FR Hogan, T Ablett, X Liu, GL DUDEK, A Feriani US Patent 12,481,403, 2025 | | 2025 |
| 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. 19/250,766, 2025 | | 2025 |
Ekram HossainProfessor, University of Manitoba, Canada, IEEE FellowVerified email at umanitoba.ca
