Table of Contents
1. AI-Driven Network Automation2. Explainable AI Overview
3. XAI Metrics and Frameworks
4. XAI for Wireless Communications
5. Neuro-Symbolic XAI for Communications
6. XAI for Network Management
7. Responsible Generative AI for Telecom
8. Explainable AI for Cybersecurity Decision: Challenges and Opportunities
9. Explainable AI for Telecom Use-Cases
10. XAI: Regulatory and Ethical Aspects
11. Future Directions and Challenges
12. Conclusions: A Human-Centric Perspective
Authors
Hatim Chergui i2CAT Foundation, Barcelona, Spain.Hatim Chergui (IEEE SM'22) received the Ph.D. degree (summa cum laude) in electrical engineering and telecommunications from IMT-Atlantique (T�l�com-Bretagne), Brest, France. He is a Senior Researcher at i2CAT Foundation, Barcelona, Spain. He was the project manager of the H2020 MonB5G European project and a researcher at CTTC, Spain. He served as a RAN expert at both INWI and Huawei Technologies, Morocco. He was the recipient of the IEEE ComSoc CSIM 2021 Best Journal Paper Award and the IEEE ICC 2020 Best Paper Award. He is an Associate Editor of IEEE Networking Letters.
Melike Erol-Kantarci University of Ottawa, Canada.Dr. Melike Erol-Kantarci is Canada Research Chair (Tier 2) in AI-Enabled Next-Generation Wireless Networks and Full Professor at the School of Electrical Engineering and Computer Science at the University of Ottawa, ON, Canada. She is also Chief Cloud RAN AI\ML Data Scientist at Ericsson.
She is the founding director of the Networked Systems and Communications Research (NETCORE) laboratory. She is a Faculty Affiliate at the Vector Institute and the Institute for Science, Society and Policy. She is also a courtesy faculty at the Department of Electrical and Computer Engineering at Clarkson University, Potsdam, NY.
Christos Verikoukis I.S.I. - Industrial Systems Institute, Greece.Prof. Christos Verikoukis got his PhD from the Signal Theory and Communications Department of the Technical University of Catalonia (UPC), Barcelona, in 2000, in Broadband Indoor Wireless Communications. He is an Associate Professor with the University of Patras, CEI Department.
He has published 147 journal papers, more than 220 conference papers and 18 chapters in different books. He is also co-author of 4 Books and he filled 4 patents. His publications received more than 7500 citations.
