3 papers
cs.NI2026
Hybrid Responsible AI-Stochastic Approach for SLA Compliance in Multivendor 6G Networks
Emanuel Figetakis, Ahmed Refaey Hussein
The convergence of AI and 6G network automation introduces new challenges in maintaining transparency, fairness, and accountability across multivendor management systems. Although…
cs.AI2025
Closing the Responsibility Gap in AI-based Network Management: An Intelligent Audit System Approach
Emanuel Figetakis, Ahmed Refaey Hussein
Existing network paradigms have achieved lower downtime as well as a higher Quality of Experience (QoE) through the use of Artificial Intelligence (AI)-based network management too…
cs.LG2024
Decentralized Semantic Traffic Control in AVs Using RL and DQN for Dynamic Roadblocks
Emanuel Figetakis, Yahuza Bello, Ahmed Refaey +1
Autonomous Vehicles (AVs), furnished with sensors capable of capturing essential vehicle dynamics such as speed, acceleration, and precise location, possess the capacity to execute…