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Explainable Artificial Intelligence for Intelligent Transportation Systems : Ethics and Applications / by Loveleen Gaur, Biswa Mohan Sahoo

データ種別 電子ブック
1st ed. 2022.
出版者 (Cham : Springer International Publishing : Imprint: Springer)
出版年 2022
大きさ XX, 90 p. 13 illus., 9 illus. in color : online resource
著者標目 *Gaur, Loveleen author
Sahoo, Biswa Mohan author
SpringerLink (Online service)

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URL
射水-電子 007 EB0002469 Computer Scinece R0 2005-6,2022-3

9783031096440

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一般注記 Introduction to Explainable AI and Intelligent Transportation -- Intelligent Transportation Technology enablers -- Artificial Intelligent Algorithm based on Energy Efficient Routing for ITS -- Intelligent Transportation System – Modern Business Models -- Explainable AI in ITS: Ethical Concerns
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
HTTP:URL=https://doi.org/10.1007/978-3-031-09644-0
件 名 LCSH:Artificial intelligence
LCSH:Cloud Computing
LCSH:Transportation engineering
LCSH:Traffic engineering
FREE:Artificial Intelligence
FREE:Cloud Computing
FREE:Transportation Technology and Traffic Engineering
分 類 LCC:Q334-342
LCC:TA347.A78
DC23:006.3
書誌ID EB00001857
ISBN 9783031096440

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