Explainable Artificial Intelligence for Intelligent Transportation Systems: Ethics and Applications
暫譯: 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: $6,800
  • 貴賓價: 9.5$6,460
  • 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)

交通運輸通常涉及關鍵的「生死」選擇,將重要決策委託給沒有任何解釋的 AI 演算法構成了嚴重的威脅。因此,在智慧交通的背景下,解釋性和負責任的 AI 是至關重要的。在智慧交通系統(Intelligent Transportation System, ITS)的實施中,例如交通管理系統和自動駕駛應用,基於 AI 的控制機制正日益受到重視。

針對自動駕駛車輛、交通管理系統、數據整合與分析以及監控周圍環境等領域的挑戰,本書探討了解釋性人工智慧在智慧交通系統中的應用。

本書旨在向研究人員介紹解釋性智慧交通系統,並討論促進交通系統可解釋性的方法和技術。此外,本書還專注於倫理考量,除了技術考量之外。