Lane-change risk prediction model based on traffic context and driving styles

Abstract Lane-change risk prediction models are critical for enhancing driving safety and reducing traffic accidents. However, existing studies have not sufficiently considered the effects of traffic context and driving styles on lane change risk, limiting their adaptability in complex traffic envir...

書目詳細資料
發表在:	Scientific Reports
Main Authors:	Yingwei Ren, Fangzheng Li, Zihe Li
格式:	Article
語言:	英语
出版:	Nature Portfolio 2025-10-01
主題:	Lane-change risk prediction Traffic context modeling Driving style recognition Lane-change type classification Light gradient boosting machine (LGBM)
在線閱讀:	https://doi.org/10.1038/s41598-025-19035-1

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