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    Article

    Spatial-temporal graph convolutional networks for traffic flow prediction considering multiple traffic parameters

    Timely and accurate large-scale traffic prediction has gained increasing importance for traffic management. However, it is a challenging task due to the high nonlinearity of traffic flow and complex network to...

    Ziyi Su, Tong Liu, **atong Hao, **aojian Hu in The Journal of Supercomputing (2023)

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    Attention-based Conv-LSTM and Bi-LSTM networks for large-scale traffic speed prediction

    Timely and accurate traffic speed prediction has gained increasing importance for urban traffic management and hel** one to make advisable travel decision. However, the existing approaches have difficulty ex...

    **aojian Hu, Tong Liu, **atong Hao, Chenxi Lin in The Journal of Supercomputing (2022)