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Journal Articles
- 2024
[j8]Sawsan AbdulRahman
, Ouns Bouachir, Safa Otoum, Azzam Mourad:
CRAS-FL: Clustered resource-aware scheme for federated learning in vehicular networks. Veh. Commun. 47: 100769 (2024)- 2023
- [j7]Sawsan Abdul Rahman, Hakima Ould-Slimane, Rasel Chowdhury, Azzam Mourad, Chamseddine Talhi, Mohsen Guizani:
Adaptive Upgrade of Client Resources for Improving the Quality of Federated Learning Model. IEEE Internet Things J. 10(5): 4677-4687 (2023) - [j6]Sawsan AbdulRahman, Safa Otoum, Ouns Bouachir, Azzam Mourad:
Management of Digital Twin-Driven IoT Using Federated Learning. IEEE J. Sel. Areas Commun. 41(11): 3636-3649 (2023) - 2021
- [j5]Sawsan Abdul Rahman, Hanine Tout, Azzam Mourad, Chamseddine Talhi:
FedMCCS: Multicriteria Client Selection Model for Optimal IoT Federated Learning. IEEE Internet Things J. 8(6): 4723-4735 (2021) - [j4]Sawsan Abdul Rahman, Hanine Tout, Hakima Ould-Slimane, Azzam Mourad, Chamseddine Talhi, Mohsen Guizani:
A Survey on Federated Learning: The Journey From Centralized to Distributed On-Site Learning and Beyond. IEEE Internet Things J. 8(7): 5476-5497 (2021) - 2020
- [j3]Sawsan Abdul Rahman, Hanine Tout, Chamseddine Talhi, Azzam Mourad:
Internet of Things intrusion Detection: Centralized, On-Device, or Federated Learning? IEEE Netw. 34(6): 310-317 (2020) - 2019
- [j2]Sawsan Abdul Rahman, Azzam Mourad, May El Barachi:
An Infrastructure-Assisted Crowdsensing Approach for On-Demand Traffic Condition Estimation. IEEE Access 7: 163323-163340 (2019) - 2018
- [j1]Sawsan Abdul Rahman, Azzam Mourad, May El Barachi, Wael Al Orabi:
A novel on-demand vehicular sensing framework for traffic condition monitoring. Veh. Commun. 12: 165-178 (2018)
Conference and Workshop Papers
- 2023
- [c3]Sawsan AbdulRahman, Ouns Bouachir, Safa Otoum, Azzam Mourad:
Overcoming Resource Bottlenecks in Vehicular Federated Learning: A Cluster-Based and QoS-Aware Approach. GLOBECOM 2023: 419-424 - [c2]Sawsan Abdul Rahman, Ouns Bouachir, Safa Otoum, Azzam Mourad:
Towards Boosting Federated Learning Convergence: A Computation Offloading & Clustering Approach. ICC 2023: 106-111 - 2016
- [c1]Wael AlRahal AlOrabi, Sawsan Abdul Rahman, May El Barachi, Azzam Mourad:
Towards on Demand Road Condition Monitoring Using Mobile Phone Sensing as a Service. ANT/SEIT 2016: 345-352
Coauthor Index
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