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

By: Gaur, Loveleen, autor
Contributor(s): Sahoo, Biswa Mohan, autor
Publisher: Cham : Springer International Publishing, 2022Edition: 1st edition 2022.Description: 1 recurso en línea (XX, 90 páginas) : 13 ilustraciones, 9 ilustraciones a color.ISBN: 9783031096440.Online resources: Acceso a este recurso digital (usuarios Universidad Europea de Madrid)Digital Resources
Contents:
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.
Summary: 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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Holdings
Item type Current library Call number Status Date due Barcode Item holds
LIBRO-E NO PRÉSTAMO LIBRO-E NO PRÉSTAMO Madrid Digital Acceso Electrónico (UEM) Acceso electrónico eBook.25123153
Total holds: 0

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.

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