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    Chapter and Conference Paper

    Social Behavior-Aware Driving Intention Detection Using Spatio-Temporal Attention Network

    Driving intent detection represents a formidable challenge in the realm of intelligent transportation systems, as its accurate prediction is crucial for guaranteeing the safety and reliability of autonomous ve...

    Pengfei Li, Guojiang Shen, Qihong Pan, Zhi Liu in Big Data and Social Computing (2023)

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    Chapter and Conference Paper

    DeepTSW: An Urban Traffic Safety Warning Framework Based on Bayesian Deep Learning

    As a part of the smart city, urban traffic safety has always received strong attention. For urban traffic safety, previous work often relies on some additional features and machine learning models, mainly cons...

    Guojiang Shen, Lintao Guan, Jiajia Tan in Cyberspace Data and Intelligence, and Cybe… (2020)