Big Data in Road Transport and Mobility Research
AI-enabled Technologies for Autonomous and Connected Vehicles Lecture Notes in Intelligent Transportation and Infrastructure（2022）
摘要
This chapter covers topics related to big data sources, methods and applications in transportation and mobility research. Big data sources covered include data from vehicle-based and infrastructure-based sensors. Methods from traditional regression to machine-learning and AI are discussed in terms of prediction and inference goals. Finally, example use cases of Big Data and AI are discussed in the context of safety, travel and micromobility.
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关键词
road transport,big data
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