Data-Driven Dynamic Active Node Selection for Event Localization in IoT Applications - A Case Study of Radiation Localization. - Ahmed Alagha; Shakti Singh; Rabeb Mizouni; Anis Ouali; Hadi Otrok (IEEE Access, 2019)

RFLS - Resilient Fault-proof Localization System in IoT and Crowd-based Sensing Applications. - Ahmed Alagha; Shakti Singh; Hadi Otrok; Rabeb Mizouni (J. Netw. Comput. Appl., 2020)

SDRS: A stable data-based recruitment system in IoT crowdsensing for localization tasks. - Ahmed Alagha; Rabeb Mizouni; Shakti Singh; Hadi Otrok; Anis Ouali (J. Netw. Comput. Appl., 2021)

Target localization using Multi-Agent Deep Reinforcement Learning with Proximal Policy Optimization. - Ahmed Alagha; Shakti Singh; Rabeb Mizouni; Jamal Bentahar; Hadi Otrok (Future Gener. Comput. Syst., 2022)

Influence- and Interest-Based Worker Recruitment in Crowdsourcing Using Online Social Networks. - Ahmed Alagha; Shakti Singh; Hadi Otrok; Rabeb Mizouni (IEEE Trans. Netw. Serv. Manag., 2023)

Multiagent Deep Reinforcement Learning With Demonstration Cloning for Target Localization. - Ahmed Alagha; Rabeb Mizouni; Jamal Bentahar; Hadi Otrok; Shakti Singh (IEEE Internet Things J., 2023)

A Survey on Large Language Models for Communication, Network, and Service Management: Application Insights, Challenges, and Future Directions. - Gordon Owusu Boateng; Hani Sami; Ahmed Alagha; Hanae Elmekki; Ahmad Hammoud; Rabeb Mizouni; Azzam Mourad; Hadi Otrok; Jamal Bentahar; Sami Muhaidat; Chamseddine Talhi; Zbigniew Dziong; et al. (CoRR, 2024)

Blockchain-Assisted Demonstration Cloning for Multiagent Deep Reinforcement Learning. - Ahmed Alagha; Jamal Bentahar; Hadi Otrok; Shakti Singh; Rabeb Mizouni (IEEE Internet Things J., 2024)

Blockchain-based crowdsourced deep reinforcement learning as a service. - Ahmed Alagha; Hadi Otrok; Shakti Singh; Rabeb Mizouni; Jamal Bentahar (Inf. Sci., 2024)

CACTUS: An open dataset and framework for automated Cardiac Assessment and Classification of Ultrasound images using deep transfer learning. - Hanae Elmekki; Ahmed Alagha; Hani Sami; Amanda Spilkin; Antonela Zanuttini; Ehsan Zakeri; Jamal Bentahar; Lyes Kadem; Wen-Fang Xie; Philippe Pibarot; Rabeb Mizouni; Hadi Otrok; et al. (Comput. Biol. Medicine, 2025)

Adaptive target localization under uncertainty using Multi-Agent Deep Reinforcement Learning with knowledge transfer. - Ahmed Alagha; Rabeb Mizouni; Shakti Singh; Jamal Bentahar; Hadi Otrok (Internet Things, 2025)

Poisoning behavioral-based worker selection in mobile crowdsensing using generative adversarial networks. - Ruba Nasser; Ahmed Alagha; Shakti Singh; Rabeb Mizouni; Hadi Otrok; Jamal Bentahar (J. Netw. Comput. Appl., 2025)

UAV-assisted Internet of vehicles: A framework empowered by reinforcement learning and Blockchain. - Ahmed Alagha; Maha Kadadha; Rabeb Mizouni; Shakti Singh; Jamal Bentahar; Hadi Otrok (Veh. Commun., 2025)

Blockchain-assisted Demonstration Cloning for Multi-Agent Deep Reinforcement Learning. - Ahmed Alagha; Jamal Bentahar; Hadi Otrok; Shakti Singh; Rabeb Mizouni (CoRR, 2025)

Investigating Zero-Shot Diagnostic Pathology in Vision-Language Models with Efficient Prompt Design. - Vasudev Sharma; Ahmed Alagha; Abdelhakim Khellaf; Vincent Quoc-Huy Trinh; Mahdi S. Hosseini (CoRR, 2025)

Comprehensive review of reinforcement learning for medical ultrasound imaging. - Hanae Elmekki; Saidul Islam; Ahmed Alagha; Hani Sami; Amanda Spilkin; Ehsan Zakeri; Antonela Mariel Zanuttini; Jamal Bentahar; Lyes Kadem; Wen-Fang Xie; Philippe Pibarot; Rabeb Mizouni; et al. (Artif. Intell. Rev., 2025)