A Lightweight Central Learning Approach for Arrhythmia Detection from ECG Signals. - Abdulla Aboumadi; Elias Yaacoub; Khalid Abualsaud (iThings/GreenCom/CPSCom/SmartData/Cybermatics, 2021)

Hierarchical Federated Learning for Collaborative IDS in IoT Applications. - Hassan Saadat; Abdulla Aboumadi; Amr Mohamed 001; Aiman Erbad; Mohsen Guizani (MECO, 2021)

Metaverse Unbound: A Survey on Synergistic Integration Between Semantic Communication, 6G, and Edge Learning. - Mohammad Z. Aloudat; Abdulla Aboumadi; Abdelrahman Soliman; Hasan Abbas Al-Mohammed; Muhammed Samir Al-Ali; Asma O. Mahgoub; Mahmoud Barhamgi; Elias Yaacoub (IEEE Access, 2025)