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Explainable AI for Communications and Networking: Toward Responsible Automation Hatim Chergui
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Explainable AI for Communications and Networking: Toward Responsible Automation
Hatim Chergui
Explainable AI for Communications and Networking: Toward Responsible Automation gives a tour into the realm of Explainable Artificial Intelligence (XAI) and its impact on transparent and autonomous communication networks. The book equips readers from diverse backgrounds in communications and networking with a variety of XAI tools, metrics and frameworks to demystify AI systems through graphical taxonomies and mathematical formulations, which are further enriched with code snippets. The book also examines XAI implementation in wireless communications, network management, generative AI for telecom and cybersecurity, before presenting practical use-cases emanating from an industry perspective.
Finally, the regulatory, ethical, and legal implications of XAI in telecommunications are reviewed, before concluding with key challenges and takeaways.
| Mídia | Livros Paperback Book (Livro de capa flexível e brochura) |
| Lançado | 30 de maio de 2025 |
| ISBN13 | 9780443291357 |
| Editoras | Elsevier Science Publishing Co Inc |
| Páginas | 252 |
| Dimensões | 150 × 220 × 10 mm · 317 g |
| Editor | Chergui, Hatim, PhD (i2CAT Foundation, Barcelona, Spain) |
| Editor | Erol-Kantarci, Melike (University of Ottawa, Canada) |
| Editor | Verikoukis, Christos (I.S.I. - Industrial Systems Institute, Greece) |
