Analysis of Risk Bus Driver Characteristics and Research on Risk Level Evaluation Methods for Bus Drivers

Analysis of Risk Bus Driver Characteristics and Research on Risk Level Evaluation Methods for Bus Drivers

Currently, there is a lack of a comprehensive and integrated method for assessing risk levels of bus drivers. This study utilizes XGBOOST and Logistic regression models to analyze the impact of various indicator features of bus drivers on crash risks. A grey whitening weight function model is then c...

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Bibliographic Details
Main Authors: Tongqiang Ding, Huijuan Yin, Zhiqiang Li, Xinyu He, Lili Zheng, Jianfeng Xi
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Access
Subjects:
Bus driver
data mining
machine learning
data analytics
level evaluation
Online Access:https://ieeexplore.ieee.org/document/10753582/
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https://ieeexplore.ieee.org/document/10753582/

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