Explainable Artificial Intelligence for Intelligent Transportation Systems

£139.50

Explainable Artificial Intelligence for Intelligent Transportation Systems

Ethics and Applications

Highway and traffic engineering Cloud computing Artificial intelligence

Authors: Loveleen Gaur, Biswa Mohan Sahoo

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Language: English

Published by: Springer

Published on: 8th August 2022

Format: LCP-protected ePub

Size: 5 Mb

ISBN: 9783031096440


Introduction

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.

Challenges and Focus

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.

Book Content

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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