279 citations · 292 across the 5 of their papers we have counts for
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cs.LG2025
Network Resource Optimization for ML-Based UAV Condition Monitoring with Vibration Analysis
Alexandre Gemayel, Dimitrios Michael Manias, Abdallah Shami
As smart cities begin to materialize, the role of Unmanned Aerial Vehicles (UAVs) and their reliability becomes increasingly important. One aspect of reliability relates to Conditi…
cs.LG2024★ 13 cited
Towards Autonomous Cybersecurity: An Intelligent AutoML Framework for Autonomous Intrusion Detection
Li Yang, Abdallah Shami
The rapid evolution of mobile networks from 5G to 6G has necessitated the development of autonomous network management systems, such as Zero-Touch Networks (ZTNs). However, the inc…
cs.LG2023
CorrFL: Correlation-Based Neural Network Architecture for Unavailability Concerns in a Heterogeneous IoT Environment
Ibrahim Shaer, Abdallah Shami
The Federated Learning (FL) paradigm faces several challenges that limit its application in real-world environments. These challenges include the local models' architecture heterog…