Explainable Artificial Intelligence for Intelligent Transportation Systems Ethics and Applications /
Gaur, Loveleen.
Explainable Artificial Intelligence for Intelligent Transportation Systems Ethics and Applications / [electronic resource] : by Loveleen Gaur, Biswa Mohan Sahoo. - 1st ed. 2022. - XX, 90 p. 13 illus., 9 illus. in color. online resource.
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.
9783031096440
10.1007/978-3-031-09644-0 doi
Artificial intelligence.
Cloud Computing.
Transportation engineering.
Traffic engineering.
Artificial Intelligence.
Cloud Computing.
Transportation Technology and Traffic Engineering.
Q334-342 TA347.A78
006.3
Explainable Artificial Intelligence for Intelligent Transportation Systems Ethics and Applications / [electronic resource] : by Loveleen Gaur, Biswa Mohan Sahoo. - 1st ed. 2022. - XX, 90 p. 13 illus., 9 illus. in color. online resource.
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.
9783031096440
10.1007/978-3-031-09644-0 doi
Artificial intelligence.
Cloud Computing.
Transportation engineering.
Traffic engineering.
Artificial Intelligence.
Cloud Computing.
Transportation Technology and Traffic Engineering.
Q334-342 TA347.A78
006.3