Amal Feriani - RankMe

26 papers Journal 21Unranked 5

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	AIoT Smart Home via Autonomous LLM Agents. IEEE Internet Things J. Dmitriy Rivkin, Francois Robert Hogan, Amal Feriani, Abhisek Konar, Adam Sigal, Xue Liu, Gregory Dudek
2024	—	`conf`	Accelerating Digital Twin Calibration with Warm-Start Bayesian Optimization. ICC Abhisek Konar, Amal Feriani, Di Wu, Seowoo Jang, Xue Liu, Gregory Dudek
2024	J	`jnl`	Channel Estimation in RIS-Enabled mmWave Wireless Systems: A Variational Inference Approach. IEEE Trans. Wirel. Commun. Firas Fredj, Amal Feriani, Amine Mezghani, Ekram Hossain
2024	J	`jnl`	Device-Free Human State Estimation using UWB Multi-Static Radios. CoRR Saria Al Laham, Bobak H. Baghi, Pierre-Yves Lajoie, Amal Feriani, Sachini Herath, Steve Liu, Gregory Dudek
2023	J	`jnl`	CeBed: A Benchmark for Deep Data-Driven OFDM Channel Estimation. CoRR Amal Feriani, Di Wu, Steve Liu, Gregory Dudek
2023	J	`jnl`	Channel Estimation in RIS-Enabled mmWave Wireless Systems: A Variational Inference Approach. CoRR Firas Fredj, Amal Feriani, Amine Mezghani, Ekram Hossain
2023	—	`conf`	Continual Learning-Based MIMO Channel Estimation: A Benchmarking Study. ICC Mohamed Akrout, Amal Feriani, Faouzi Bellili, Amine Mezghani, Ekram Hossain
2023	J	`jnl`	Domain Generalization in Machine Learning Models for Wireless Communications: Concepts, State-of-the-Art, and Open Issues. IEEE Commun. Surv. Tutorials Mohamed Akrout, Amal Feriani, Faouzi Bellili, Amine Mezghani, Ekram Hossain
2023	J	`jnl`	Domain Generalization in Machine Learning Models for Wireless Communications: Concepts, State-of-the-Art, and Open Issues. CoRR Mohamed Akrout, Amal Feriani, Faouzi Bellili, Amine Mezghani, Ekram Hossain
2023	—	`conf`	Mixed-Variable PSO with Fairness on Multi-Objective Field Data Replication in Wireless Networks. ICC Dun Yuan, Yujin Nam, Amal Feriani, Abhisek Konar, Di Wu, Seowoo Jang, Xue Liu, Gregory Dudek
2023	J	`jnl`	Mixed-Variable PSO with Fairness on Multi-Objective Field Data Replication in Wireless Networks. CoRR Dun Yuan, Yujin Nam, Amal Feriani, Abhisek Konar, Di Wu, Seowoo Jang, Xue Liu, Gregory Dudek
2023	J	`jnl`	Reinforcement learning for communication load balancing: approaches and challenges. Frontiers Comput. Sci. Di Wu, Jimmy Li, Amal Feriani, Yi Tian Xu, Michael Jenkin, Seowoo Jang, Xue Liu, Gregory Dudek
2023	J	`jnl`	SAGE: Smart home Agent with Grounded Execution. CoRR Dmitriy Rivkin, Francois Robert Hogan, Amal Feriani, Abhisek Konar, Adam Sigal, Steve Liu, Gregory Dudek
2023	—	`conf`	Variational Inference-Based Channel Estimation for Reconfigurable Intelligent Surface-Aided Wireless Systems. ICC Firas Fredj, Amal Feriani, Amine Mezghani, Ekram Hossain
2022	—	`conf`	A 35-Year Longitudinal Analysis of Dermatology Patient Behavior Across Economic and Cultural Manifestations in Tunisia, and the Impact of Digital Tools. EPIMI/ML-CDS@MICCAI Mohamed Akrout, Hayet Amdouni, Amal Feriani, Monia Kourda, Latif Abid
2022	J	`jnl`	A 35-Year Longitudinal Analysis of Dermatology Patient Behavior across Economic & Cultural Manifestations in Tunisia, and the Impact of Digital Tools. CoRR Mohamed Akrout, Hayet Amdouni, Amal Feriani, Monia Kourda, Latif Abid
2022	J	`jnl`	Continual Learning-Based MIMO Channel Estimation: A Benchmarking Study. CoRR Mohamed Akrout, Amal Feriani, Faouzi Bellili, Amine Mezghani, Ekram Hossain
2022	J	`jnl`	Dynamic Noises of Multi-Agent Environments Can Improve Generalization: Agent-based Models meets Reinforcement Learning. CoRR Mohamed Akrout, Amal Feriani, Bob McLeod
2022	J	`jnl`	Multiobjective Load Balancing for Multiband Downlink Cellular Networks: A Meta- Reinforcement Learning Approach. IEEE J. Sel. Areas Commun. Amal Feriani, Di Wu, Yi Tian Xu, Jimmy Li, Seowoo Jang, Ekram Hossain, Xue Liu, Gregory Dudek
2021	J	`jnl`	Decentralized Multi-Agent Reinforcement Learning for Task Offloading Under Uncertainty. CoRR Yuanchao Xu, Amal Feriani, Ekram Hossain
2021	J	`jnl`	On the Robustness of Deep Reinforcement Learning in IRS-Aided Wireless Communications Systems. CoRR Amal Feriani, Amine Mezghani, Ekram Hossain
2021	J	`jnl`	Single and Multi-Agent Deep Reinforcement Learning for AI-Enabled Wireless Networks: A Tutorial. IEEE Commun. Surv. Tutorials Amal Feriani, Ekram Hossain
2020	J	`jnl`	Single and Multi-Agent Deep Reinforcement Learning for AI-Enabled Wireless Networks: A Tutorial. CoRR Amal Feriani, Ekram Hossain
2020	J	`jnl`	Tracking Pandemics: A MEC-Enabled IoT Ecosystem with Learning Capability. IEEE Internet Things Mag. Amal Feriani, Ahmed Refaey, Ekram Hossain
2019	J	`jnl`	DVOLVER: Efficient Pareto-Optimal Neural Network Architecture Search. CoRR Guillaume Michel, Mohammed Amine Alaoui, Alice Lebois, Amal Feriani, Mehdi Felhi
2019	J	`jnl`	Hacking Google reCAPTCHA v3 using Reinforcement Learning. CoRR Ismail Akrout, Amal Feriani, Mohamed Akrout