The Association Between Aggressive Driving Behaviors and Elderly Pedestrian Traffic Accidents: The Application of Explainable Artificial Intelligence (XAI)

This study investigates the association between aggressive driving behavior and elderly pedestrian traffic accidents using the Explainable Artificial Intelligence (XAI) method. This study focuses on Seoul, South Korea, where an aging population and urban challenges create a pressing need for pedestr...

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書誌詳細

主要な著者:	Minjun Kim, Dongbeom Kim, Jisup Shim
フォーマット:	Artigo
言語:	Inglês
出版事項:	MDPI AG 2025-02-01
シリーズ:	Applied Sciences
主題:	aggressive driving behavior elderly pedestrian traffic accident explainable AI extreme gradient boosting (XGBoost) Sharpley additive explanations (SHAP)
オンライン･アクセス:	https://www.mdpi.com/2076-3417/15/4/1741
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