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ORCIDAhmed Alagha
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2020 – today
- 2026
[j15]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:
A Survey on Large Language Models for Communication, Network, and Service Management: Application Insights, Challenges, and Future Directions. IEEE Commun. Surv. Tutorials 28: 527-566 (2026)- [j14]Sani Umar, Ahmed Alagha, Rabeb Mizouni, Shakti Singh, Jamal Bentahar, Hadi Otrok:
A two-sided client-server matching mechanism for resilient Federated Learning. J. Netw. Comput. Appl. 250: 104476 (2026) - [i12]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:
AtlasPatch: Efficient Tissue Detection and High-throughput Patch Extraction for Computational Pathology at Scale. CoRR abs/2602.03998 (2026) - 2025
- [j13]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:
Comprehensive review of reinforcement learning for medical ultrasound imaging. Artif. Intell. Rev. 58(9): 284 (2025) - [j12]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:
CACTUS: An open dataset and framework for automated Cardiac Assessment and Classification of Ultrasound images using deep transfer learning. Comput. Biol. Medicine 190: 110003 (2025) - [j11]Ahmed Alagha, Rabeb Mizouni, Shakti Singh, Jamal Bentahar, Hadi Otrok:
Adaptive target localization under uncertainty using Multi-Agent Deep Reinforcement Learning with knowledge transfer. Internet Things 29: 101447 (2025) - [j10]Ruba Nasser, Ahmed Alagha, Shakti Singh, Rabeb Mizouni, Hadi Otrok, Jamal Bentahar:
Poisoning behavioral-based worker selection in mobile crowdsensing using generative adversarial networks. J. Netw. Comput. Appl. 242: 104236 (2025) - [j9]Ahmed Alagha, Maha Kadadha, Rabeb Mizouni, Shakti Singh, Jamal Bentahar, Hadi Otrok:
UAV-assisted Internet of vehicles: A framework empowered by reinforcement learning and Blockchain. Veh. Commun. 52: 100874 (2025) - [c1]Vasudev Sharma, Ahmed Alagha, Abdelhakim Khellaf, Vincent Quoc-Huy Trinh, Mahdi S. Hosseini:
Investigating Zero-Shot Diagnostic Pathology in Vision-Language Models with Efficient Prompt Design. DeLTA 2025: 263-279 - [i11]Ahmed Alagha, Rabeb Mizouni, Shakti Singh, Jamal Bentahar, Hadi Otrok:
Adaptive Target Localization under Uncertainty using Multi-Agent Deep Reinforcement Learning with Knowledge Transfer. CoRR abs/2501.10924 (2025) - [i10]Ahmed Alagha, Jamal Bentahar, Hadi Otrok, Shakti Singh, Rabeb Mizouni:
Blockchain-assisted Demonstration Cloning for Multi-Agent Deep Reinforcement Learning. CoRR abs/2501.10938 (2025) - [i9]Ahmed Alagha, Shakti Singh, Hadi Otrok, Rabeb Mizouni:
Influence- and Interest-based Worker Recruitment in Crowdsourcing using Online Social Networks. CoRR abs/2501.10940 (2025) - [i8]Ahmed Alagha, Hadi Otrok, Shakti Singh, Rabeb Mizouni, Jamal Bentahar:
Blockchain-based Crowdsourced Deep Reinforcement Learning as a Service. CoRR abs/2501.16369 (2025) - [i7]Ahmed Alagha, Maha Kadadha, Rabeb Mizouni, Shakti Singh, Jamal Bentahar, Hadi Otrok:
UAV-assisted Internet of Vehicles: A Framework Empowered by Reinforcement Learning and Blockchain. CoRR abs/2502.15713 (2025) - [i6]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:
CACTUS: An Open Dataset and Framework for Automated Cardiac Assessment and Classification of Ultrasound Images Using Deep Transfer Learning. CoRR abs/2503.05604 (2025) - [i5]Hanae Elmekki, Saidul Islam, Ahmed Alagha, Hani Sami, Amanda Spilkin, Ehsan Zakeri, Antonela Zanuttini, Jamal Bentahar, Lyes Kadem, Wen-Fang Xie, Philippe Pibarot, Rabeb Mizouni, Hadi Otrok, Shakti Singh, Azzam Mourad:
Comprehensive Review of Reinforcement Learning for Medical Ultrasound Imaging. CoRR abs/2503.16543 (2025) - [i4]Vasudev Sharma, Ahmed Alagha, Abdelhakim Khellaf, Vincent Quoc-Huy Trinh, Mahdi S. Hosseini:
Investigating Zero-Shot Diagnostic Pathology in Vision-Language Models with Efficient Prompt Design. CoRR abs/2505.00134 (2025) - [i3]Ruba Nasser, Ahmed Alagha, Shakti Singh, Rabeb Mizouni, Hadi Otrok, Jamal Bentahar:
Poisoning Behavioral-based Worker Selection in Mobile Crowdsensing using Generative Adversarial Networks. CoRR abs/2506.05403 (2025) - [i2]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:
End-to-End Framework Integrating Generative AI and Deep Reinforcement Learning for Autonomous Ultrasound Scanning. CoRR abs/2511.00114 (2025) - 2024
- [j8]Ahmed Alagha, Jamal Bentahar, Hadi Otrok, Shakti Singh, Rabeb Mizouni:
Blockchain-Assisted Demonstration Cloning for Multiagent Deep Reinforcement Learning. IEEE Internet Things J. 11(5): 7710-7723 (2024) - [j7]Ahmed Alagha, Hadi Otrok, Shakti Singh, Rabeb Mizouni, Jamal Bentahar:
Blockchain-based crowdsourced deep reinforcement learning as a service. Inf. Sci. 679: 121107 (2024) - [i1]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:
A Survey on Large Language Models for Communication, Network, and Service Management: Application Insights, Challenges, and Future Directions. CoRR abs/2412.19823 (2024) - 2023
- [j6]Ahmed Alagha, Rabeb Mizouni, Jamal Bentahar, Hadi Otrok, Shakti Singh:
Multiagent Deep Reinforcement Learning With Demonstration Cloning for Target Localization. IEEE Internet Things J. 10(15): 13556-13570 (2023) - [j5]Ahmed Alagha, Shakti Singh, Hadi Otrok, Rabeb Mizouni:
Influence- and Interest-Based Worker Recruitment in Crowdsourcing Using Online Social Networks. IEEE Trans. Netw. Serv. Manag. 20(2): 1924-1936 (2023) - 2022
- [j4]Ahmed Alagha, Shakti Singh, Rabeb Mizouni, Jamal Bentahar, Hadi Otrok:
Target localization using Multi-Agent Deep Reinforcement Learning with Proximal Policy Optimization. Future Gener. Comput. Syst. 136: 342-357 (2022) - 2021
- [j3]Ahmed Alagha, Rabeb Mizouni, Shakti Singh, Hadi Otrok, Anis Ouali:
SDRS: A stable data-based recruitment system in IoT crowdsensing for localization tasks. J. Netw. Comput. Appl. 177: 102968 (2021) - 2020
- [j2]Ahmed Alagha, Shakti Singh, Hadi Otrok, Rabeb Mizouni:
RFLS - Resilient Fault-proof Localization System in IoT and Crowd-based Sensing Applications. J. Netw. Comput. Appl. 170: 102783 (2020)
2010 – 2019
- 2019
- [j1]Ahmed Alagha, Shakti Singh, Rabeb Mizouni, Anis Ouali, Hadi Otrok:
Data-Driven Dynamic Active Node Selection for Event Localization in IoT Applications - A Case Study of Radiation Localization. IEEE Access 7: 16168-16183 (2019)
Coauthor Index
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