Explainable Artificial Intelligence for Intelligent Transportation Systems
Loveleen Gaur, Biswa Mohan Sahoo
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Springer International Publishing
Naturwissenschaften, Medizin, Informatik, Technik / Informatik
Beschreibung
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.
Kundenbewertungen
Automatic Vehicle Location, Autonomous Vehicle, XAI, Intelligent Transportation System, AI, Transportation System, Machine Learning, Explainable Artificial Intelligence, Ethics in transportation, Shapley Additive Explanation