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Modeling and analysis of vehicle path dispersion at signalized intersections using explainable backpropagation neural networks

Jing Zhao Ruoming Ma Jian Sun Rongji Zhang Cheng Zhang

自然科学基础研究(英文)Issue(4):1645-1658,14.
自然科学基础研究(英文)Issue(4):1645-1658,14.DOI:10.1016/j.fmre.2023.08.008

Modeling and analysis of vehicle path dispersion at signalized intersections using explainable backpropagation neural networks

Modeling and analysis of vehicle path dispersion at signalized intersections using explainable backpropagation neural networks

Jing Zhao 1Ruoming Ma 1Jian Sun 2Rongji Zhang 1Cheng Zhang1

作者信息

  • 1. Department of Traffic Engineering,University of Shanghai for Science and Technology,Shanghai 200093,China
  • 2. College of Transportation Engineering,Tongji University,Shanghai 201804,China
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摘要

关键词

Path dispersion/Driving behaviors/Signalized intersections/Backpropagation neural network/Operation order/Empirical analysis

Key words

Path dispersion/Driving behaviors/Signalized intersections/Backpropagation neural network/Operation order/Empirical analysis

引用本文复制引用

Jing Zhao,Ruoming Ma,Jian Sun,Rongji Zhang,Cheng Zhang..Modeling and analysis of vehicle path dispersion at signalized intersections using explainable backpropagation neural networks[J].自然科学基础研究(英文),2025,(4):1645-1658,14.

基金项目

This work was supported by grants from the National Natural Science Foundation of China(71971140 and 52122215),the Shanghai Pujiang Program(21PJC085),and the Shanghai Shuguang Program(22SG45). (71971140 and 52122215)

自然科学基础研究(英文)

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