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Inducement analysis of taxi drivers' traffic accidents based on MIMIC and machine learning
更新时间：2025-05-26

    • Inducement analysis of taxi drivers' traffic accidents based on MIMIC and machine learning

    • “In the field of traffic safety, researchers analyzed the impact of perceived physical fatigue and risky driving behavior on traffic accidents using the MIMIC model, and verified the effects of gender, age, and work pressure on these factors. Meanwhile, using machine learning algorithms to predict taxi accidents, it was found that the random forest model had the best performance.”
    • Journal of Jilin University(Engineering and Technology Edition)   Vol. 53, Issue 2, Pages: 457-467(2023)
    • 作者机构：

      1.长安大学 运输工程学院， 西安 710064

      2.东北林业大学 交通学院， 哈尔滨 150040

      3.西安交通工程学院 土木工程学院， 西安 710399

      4.哈尔滨工业大学 交通科学与工程学院， 哈尔滨 150090

    • DOI：10.13229/j.cnki.jdxbgxb20210614    

      CLC： U491

    • Received：01 December 2021，

      Published：01 February 2023

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  • PAN Heng-yan,ZHANG Wen-hui,LIANG Ting-ting,et al.Inducement analysis of taxi drivers' traffic accidents based on MIMIC and machine learning[J].Journal of Jilin University(Engineering and Technology Edition),2023,53(02):457-467. DOI： 10.13229/j.cnki.jdxbgxb20210614.

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