Explainable Artificial Intelligence for Intelligent Transportation Systems: Ethics and Applications

✍ Scribed by Loveleen Gaur, Biswa Mohan Sahoo

Publisher: Springer
Year: 2022
Tongue: English
Leaves: 110
Edition: 1st ed. 2022
Category: Library

No coin nor oath required. For personal study only.

✦ Synopsis

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.

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