Ahmed Alagha

According to our database, Ahmed Alagha authored at least 19 papers between 2019 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

AtlasPatch: Efficient Tissue Detection and High-throughput Patch Extraction for Computational Pathology at Scale.

Ahmed Alagha, Christopher Leclerc, Yousef Kotp, Omar Metwally, Calvin Moras, Peter Rentopoulos, Ghodsiyeh Rostami, Bich Ngoc Nguyen, Jumanah Baig, Abdelhakim Khellaf, Vincent Quoc-Huy Trinh, Rabeb Mizouni, Hadi Otrok, Jamal Bentahar, Mahdi S. Hosseini

CoRR, February, 2026

A two-sided client-server matching mechanism for resilient Federated Learning.

Sani Umar, Ahmed Alagha, Rabeb Mizouni, Shakti Singh, Jamal Bentahar, Hadi Otrok

J. Netw. Comput. Appl., 2026

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, Mohsen Guizani

IEEE Commun. Surv. Tutorials, 2026

2025

End-to-End Framework Integrating Generative AI and Deep Reinforcement Learning for Autonomous Ultrasound Scanning.

Hanae Elmekki, Amanda Spilkin, Ehsan Zakeri, Antonela Mariel Zanuttini, Ahmed Alagha, Hani Sami, Jamal Bentahar, Lyes Kadem, Wen-Fang Xie, Philippe Pibarot, Rabeb Mizouni, Hadi Otrok, Azzam Mourad, Sami Muhaidat

CoRR, November, 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, Hadi Otrok, Shakti Singh, Azzam Mourad

Artif. Intell. Rev., September, 2025

Blockchain-assisted Demonstration Cloning for Multi-Agent Deep Reinforcement Learning.

Ahmed Alagha, Jamal Bentahar, Hadi Otrok, Shakti Singh, Rabeb Mizouni

CoRR, January, 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

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

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

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, Shakti Singh, Azzam Mourad

Comput. Biol. Medicine, 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

Proceedings of the Deep Learning Theory and Applications - 6th International Conference, 2025

2024

Blockchain-based crowdsourced deep reinforcement learning as a service.

Ahmed Alagha, Hadi Otrok, Shakti Singh, Rabeb Mizouni, Jamal Bentahar

Inf. Sci., 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

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., August, 2023

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., June, 2023

2022

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

2021

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

2020

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

2019

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