finelybook
Explainable AI for Communications and Networking: Toward Responsible Automation
Author(s): Hatim Chergui PhD (Editor), Melike Erol-Kantarci Phd (Editor), Christos Verikoukis PhD (Editor)
- Publisher finelybook 出版社: Academic Press
- Publication Date 出版日期: June 13, 2025
- Edition 版本: 1st
- Language 语言: English
- Print length 页数: 252 pages
- ISBN-10: 0443291357
- ISBN-13: 9780443291357
Book Description
- Includes XAI graphical taxonomies, metrics, formulations and code snippets.
- Provides practical examples and use-cases from a telecom industry perspective.
- Covers implementation guidelines (XAI libraries/implementation tools) tailored to a communications and networking context.
- Highlights the application of XAI in wireless communications, network management, generative AI for telecom and cybersecurity.
- Presents a thorough synthesis of the regulatory and ethical implications of XAI worldwide.
Editorial Reviews
About the Author
Hatim Chergui (IEEE SM’22) received the Ph.D. degree (summa cum laude) in electrical engineering and telecommunications from IMT-Atlantique (Télécom-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.
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.
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.
