Ahmed Alagha

28 papers Journal 27Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Survey on Large Language Models for Communication, Network, and Service Management: Application Insights, Challenges, and Future Directions.
IEEE Commun. Surv. Tutorials
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
2026 J jnl
A two-sided client-server matching mechanism for resilient Federated Learning.
J. Netw. Comput. Appl.
Sani Umar, Ahmed Alagha, Rabeb Mizouni, Shakti Singh, Jamal Bentahar, Hadi Otrok
2026 J jnl
AtlasPatch: Efficient Tissue Detection and High-throughput Patch Extraction for Computational Pathology at Scale.
CoRR
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
2025 J jnl
Adaptive Target Localization under Uncertainty using Multi-Agent Deep Reinforcement Learning with Knowledge Transfer.
CoRR
Ahmed Alagha, Rabeb Mizouni, Shakti Singh, Jamal Bentahar, Hadi Otrok
2025 J jnl
Adaptive target localization under uncertainty using Multi-Agent Deep Reinforcement Learning with knowledge transfer.
Internet Things
Ahmed Alagha, Rabeb Mizouni, Shakti Singh, Jamal Bentahar, Hadi Otrok
2025 J jnl
Blockchain-assisted Demonstration Cloning for Multi-Agent Deep Reinforcement Learning.
CoRR
Ahmed Alagha, Jamal Bentahar, Hadi Otrok, Shakti Singh, Rabeb Mizouni
2025 J jnl
Blockchain-based Crowdsourced Deep Reinforcement Learning as a Service.
CoRR
Ahmed Alagha, Hadi Otrok, Shakti Singh, Rabeb Mizouni, Jamal Bentahar
2025 J jnl
CACTUS: An Open Dataset and Framework for Automated Cardiac Assessment and Classification of Ultrasound Images Using Deep Transfer Learning.
CoRR
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
2025 J jnl
CACTUS: An open dataset and framework for automated Cardiac Assessment and Classification of Ultrasound images using deep transfer learning.
Comput. Biol. Medicine
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
2025 J jnl
Comprehensive Review of Reinforcement Learning for Medical Ultrasound Imaging.
CoRR
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
2025 J jnl
Comprehensive review of reinforcement learning for medical ultrasound imaging.
Artif. Intell. Rev.
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
2025 J jnl
End-to-End Framework Integrating Generative AI and Deep Reinforcement Learning for Autonomous Ultrasound Scanning.
CoRR
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
2025 J jnl
Influence- and Interest-based Worker Recruitment in Crowdsourcing using Online Social Networks.
CoRR
Ahmed Alagha, Shakti Singh, Hadi Otrok, Rabeb Mizouni
2025 — conf
Investigating Zero-Shot Diagnostic Pathology in Vision-Language Models with Efficient Prompt Design.
DeLTA
Vasudev Sharma, Ahmed Alagha, Abdelhakim Khellaf, Vincent Quoc-Huy Trinh, Mahdi S. Hosseini
2025 J jnl
Investigating Zero-Shot Diagnostic Pathology in Vision-Language Models with Efficient Prompt Design.
CoRR
Vasudev Sharma, Ahmed Alagha, Abdelhakim Khellaf, Vincent Quoc-Huy Trinh, Mahdi S. Hosseini
2025 J jnl
Poisoning Behavioral-based Worker Selection in Mobile Crowdsensing using Generative Adversarial Networks.
CoRR
Ruba Nasser, Ahmed Alagha, Shakti Singh, Rabeb Mizouni, Hadi Otrok, Jamal Bentahar
2025 J jnl
Poisoning behavioral-based worker selection in mobile crowdsensing using generative adversarial networks.
J. Netw. Comput. Appl.
Ruba Nasser, Ahmed Alagha, Shakti Singh, Rabeb Mizouni, Hadi Otrok, Jamal Bentahar
2025 J jnl
UAV-assisted Internet of Vehicles: A Framework Empowered by Reinforcement Learning and Blockchain.
CoRR
Ahmed Alagha, Maha Kadadha, Rabeb Mizouni, Shakti Singh, Jamal Bentahar, Hadi Otrok
2025 J jnl
UAV-assisted Internet of vehicles: A framework empowered by reinforcement learning and Blockchain.
Veh. Commun.
Ahmed Alagha, Maha Kadadha, Rabeb Mizouni, Shakti Singh, Jamal Bentahar, Hadi Otrok
2024 J jnl
A Survey on Large Language Models for Communication, Network, and Service Management: Application Insights, Challenges, and Future Directions.
CoRR
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
2024 J jnl
Blockchain-Assisted Demonstration Cloning for Multiagent Deep Reinforcement Learning.
IEEE Internet Things J.
Ahmed Alagha, Jamal Bentahar, Hadi Otrok, Shakti Singh, Rabeb Mizouni
2024 J jnl
Blockchain-based crowdsourced deep reinforcement learning as a service.
Inf. Sci.
Ahmed Alagha, Hadi Otrok, Shakti Singh, Rabeb Mizouni, Jamal Bentahar
2023 J jnl
Influence- and Interest-Based Worker Recruitment in Crowdsourcing Using Online Social Networks.
IEEE Trans. Netw. Serv. Manag.
Ahmed Alagha, Shakti Singh, Hadi Otrok, Rabeb Mizouni
2023 J jnl
Multiagent Deep Reinforcement Learning With Demonstration Cloning for Target Localization.
IEEE Internet Things J.
Ahmed Alagha, Rabeb Mizouni, Jamal Bentahar, Hadi Otrok, Shakti Singh
2022 J jnl
Target localization using Multi-Agent Deep Reinforcement Learning with Proximal Policy Optimization.
Future Gener. Comput. Syst.
Ahmed Alagha, Shakti Singh, Rabeb Mizouni, Jamal Bentahar, Hadi Otrok
2021 J jnl
SDRS: A stable data-based recruitment system in IoT crowdsensing for localization tasks.
J. Netw. Comput. Appl.
Ahmed Alagha, Rabeb Mizouni, Shakti Singh, Hadi Otrok, Anis Ouali
2020 J jnl
RFLS - Resilient Fault-proof Localization System in IoT and Crowd-based Sensing Applications.
J. Netw. Comput. Appl.
Ahmed Alagha, Shakti Singh, Hadi Otrok, Rabeb Mizouni
2019 J jnl
Data-Driven Dynamic Active Node Selection for Event Localization in IoT Applications - A Case Study of Radiation Localization.
IEEE Access
Ahmed Alagha, Shakti Singh, Rabeb Mizouni, Anis Ouali, Hadi Otrok