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Car-Following Model Based on Deep Learning and Markov Theory
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 ...
Analysis of Traffic Properties of Commuters in a Speed-Limit Corridor with Toll Station under Microscopic Method
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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