Explainable Artificial Intelligence for Intelligent Transportation Systems: Ethics and Applications (可解釋的人工智慧在智慧交通系統中的應用與倫理)

Gaur, Loveleen, Sahoo, Biswa Mohan

  • 出版商: Springer
  • 出版日期: 2023-08-10
  • 售價: $7,030
  • 貴賓價: 9.5$6,679
  • 語言: 英文
  • 頁數: 90
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 3031096460
  • ISBN-13: 9783031096464
  • 相關分類: 人工智慧
  • 海外代購書籍(需單獨結帳)

相關主題

商品描述

Transportation typically entails crucial "life-death" choices, delegating crucial decisions to an AI algorithm without any explanation poses a serious threat. Hence, explainability and responsible AI is crucial in the context of intelligent transportation. In Intelligence Transportation System (ITS) implementations such as traffic management systems and autonomous driving applications, AI-based control mechanisms are gaining prominence.

Explainable artificial intelligence for intelligent transportation system tackling certain challenges in the field of autonomous vehicle, traffic management system, data integration and analytics and monitor the surrounding environment.

The book discusses and inform researchers on explainable Intelligent Transportation system. It also discusses prospective methods and techniques for enabling the interpretability of transportation systems. The book further focuses on ethical considerations apart from technical considerations.


商品描述(中文翻譯)

運輸通常涉及關鍵的「生死」決策,將關鍵決策交由沒有任何解釋的AI演算法執行,將帶來嚴重的威脅。因此,在智慧運輸的背景下,解釋性和負責任的AI至關重要。在智慧運輸系統(ITS)的實施中,如交通管理系統和自動駕駛應用中,基於AI的控制機制正日益受到重視。

本書討論並向研究人員介紹可解釋的智慧運輸系統。它還討論了實現運輸系統可解釋性的潛在方法和技術。此外,本書還關注倫理考慮,除了技術考慮。

該書還討論了解釋性智慧運輸系統在應對自動駕駛車輛、交通管理系統、數據整合和分析以及監測周圍環境等領域的挑戰。