Explainable AI for Communications and Networking: Toward Responsible Automation
暫譯: 通訊與網路的可解釋人工智慧：邁向負責任的自動化

Chergui, Hatim, Erol-Kantarci, Melike, Verikoukis, Christos

Explainable AI for Communications and Networking: Toward Responsible Automation
  • 出版商: Academic Press
  • 出版日期: 2025-04-02
  • 售價: $4,930
  • 貴賓價: 9.5 折 $4,684
  • 語言: 英文
  • 頁數: 225
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 0443291357
  • ISBN-13: 9780443291357
  • 相關分類: 人工智慧

    • 尚未上市，無法訂購

商品描述

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.

商品描述(中文翻譯)

《可解釋的人工智慧在通訊與網路中的應用：邁向負責任的自動化》帶領讀者進入可解釋人工智慧（Explainable Artificial Intelligence, XAI）的領域，以及其對透明和自主通訊網路的影響。本書為來自不同背景的通訊與網路專業人士提供各種XAI工具、指標和框架，藉由圖形分類法和數學公式來揭開AI系統的神秘面紗，並進一步以程式碼片段來豐富內容。本書還探討了XAI在無線通訊、網路管理、電信和網路安全的生成式AI中的實施，並呈現來自產業視角的實際案例。最後，書中回顧了XAI在電信領域的監管、倫理和法律影響，並以主要挑戰和關鍵收穫作為結尾。

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