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"Artificial Intelligence (AI) and Machine Learning (ML) are set to revolutionize all industries, and the Intelligent Transportation Systems (ITS) field is no exception. While ML, especially deep learning models, achieve great performance in terms of accuracy, the outcomes provided are not amenable to human scrutiny and can be hardly explained. This can be very problematic especially for systems of a safety-critical nature such as transportation systems. Explainable AI methods have been proposed to tackle this issue by producing human interpretable representations of machine learning models while maintaining performance. These methods hold the potential to increase public acceptance and trust in AI-based ITS. Examining explainable AI in the field of ITS, this book has the following key features: provides the necessary background for newcomers to the field (both academics and interested partitioners). presents a timely snapshot of explainable and interpretable models in ITS applications. discusses ethical, societal, and legal implications of adopting XAI in the context of ITS. identifies future research directions and open problems"--

Intelligent transportation systems. --- Artificial intelligence. --- Réseaux routiers intelligents. --- Intelligence artificielle.

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This book provides a long-overdue vision for a new automobile era. The cars we drive today follow the same underlying design principles as the Model Ts of a hundred years ago. In the twenty-first century, cars are still made for twentieth-century purposes. They're well suited for conveying multiple passengers over long distances at high speeds, but inefficient for providing personal mobility within cities- where most of the world's people now live. William Mitchell and two industry experts reimagine the automobile, describing vehicles of the near future that are green, smart, connected, and fun to drive. They roll out four big ideas that will make this both feasible and timely. First, we must transform the DNA of the automobile, basing it on electric-drive and wireless communication rather than on petroleum and the internal combustion engine. This allows vehicles to become lighter, cleaner, and "smart" enough to avoid crashes and traffic jams. Second, automobiles need to be linked by a Mobility Internet that allows them to collect and share data on traffic conditions, intelligently coordinates their movements, and keeps drivers connected to their social networks. Third, automobiles must be recharged through a convenient, cost-effective infrastructure that is integrated with smart electric grids and makes increasing use of renewable energy sources. Finally, dynamically priced markets for electricity, road space, parking space, and shared-use vehicles must be introduced to provide optimum management of urban mobility and energy systems.

Electric automobiles --- Intelligent Transportation Systems. --- Transportation, Automotive. --- Urban transportation. --- Automobiles électriques --- Réseaux routiers intelligents --- Transports routiers --- Transports urbains --- Technological innovations. --- Innovations technologiques --- Auto's --- Ontwerpen --- Auto's. --- Ontwerpen. --- Réseaux routiers intelligents. --- Transports routiers. --- Transports urbains. --- Innovations technologiques. --- Automobiles --- Intelligent transportation systems. --- City transportation --- Metropolitan transportation --- Municipal transportation --- Transportation, Urban --- City planning --- Transportation --- Urban policy --- Automotive transportation --- Highway transportation --- Motor carriers --- Motor transportation --- Road transportation --- Advanced Road Traffic Systems --- Advanced Transport Telematics --- ATT (Highway communications) --- Intelligent Road Transportation Systems --- Intelligent Vehicle Highway Systems --- IRTS (Highway communications) --- ITS (Highway communications) --- IVHS (Highway communications) --- Road Transport Informatics --- RTI (Highway communications) --- Vehicle Information and Communication Systems --- VICS (Highway communications) --- Electronics in transportation --- Highway communications --- Mobile communication systems --- Sociotechnical systems --- Automobiles, Electric --- Electric cars --- Electric vehicles --- Social aspects --- URBANISM/Transportation --- DESIGN/Industrial Design --- Automobiles électriques --- Réseaux routiers intelligents.