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    Car-Following Model Based on Deep Learning and Markov Theory 

    Source: Journal of Transportation Engineering, Part A: Systems:;2020:;Volume ( 146 ):;issue: 009
    Author(s): Tie-Qiao Tang; Yong Gui; Jian Zhang; Tao Wang
    Publisher: ASCE
    Abstract: A car-following (CF) model can reproduce various micro traffic phenomena and plays a crucial role in traffic theory. In this study, we combine Markov theory and a gated recurrent unit (GRU) neural network (NN) to propose ...
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    Analysis of Traffic Properties of Commuters in a Speed-Limit Corridor with Toll Station under Microscopic Method 

    Source: Journal of Transportation Engineering, Part A: Systems:;2020:;Volume ( 146 ):;issue: 003
    Author(s): Tao Wang; Tie-Qiao Tang; Jian Zhang; Peng Li
    Publisher: ASCE
    Abstract: This study applies the full velocity difference (FVD) model to investigate commuters’ driving process in a speed limit corridor with a toll station and explains how some factors affect the outflow of the traffic corridor ...
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    DSpace software copyright © 2002-2015  DuraSpace
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