Explainable Artificial Intelligence for Intelligent Transportation Systems
Ethics and Applications
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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.
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.
Enables reader to explore, discover, implement solutions for Intelligent transportation system with AI This book delivers the core concepts in both analytics and application of intelligent transportation Discusses prospective techniques for enabling the interpretability of transportation systems
Autor*in
Loveleen Gaur
Themen in »Explainable Artificial Intelligence for Intelligent Transportation Systems«
Explainable Artificial Intelligence AI Machine Learning Transportation System Intelligent Transportation System Machine Learning XAI Autonomous Vehicle Ethics in transportation Automatic Vehicle Location Shapley Additive Explanation