Who might encounter hard-braking while speeding? Analysis for regular speeders using low-frequency taxi trajectories on arterial roads and explainable AI.

Zhou, Yue; Fu, Chuanyun; Jiang, Xinguo; Yu, Qiong; Liu, Haiyue

Zhou, Yue; Fu, Chuanyun; Jiang, Xinguo; Yu, Qiong; Liu, Haiyue.

Afiliación

Zhou Y; Flight Technology College, Civil Aviation Flight University of China, Guanghan 618307, China.
Fu C; School of Transportation Science and Engineering, Harbin Institute of Technology, Harbin 150090, China. Electronic address: fuchuanyun@hit.edu.cn.
Jiang X; School of Transportation and Logistics, Southwest Jiaotong University, Chengdu 611756, China; National United Engineering Laboratory of Integrated and Intelligent Transportation, Southwest Jiaotong University, Chengdu 611756, China; National Engineering Laboratory of Integrated Transportation Big Da
Yu Q; School of Transportation and Logistics, Southwest Jiaotong University, Chengdu 611756, China.
Liu H; School of Transportation and Logistics, Southwest Jiaotong University, Chengdu 611756, China.

Accid Anal Prev ; 195: 107382, 2024 Feb.

Article en En | MEDLINE | ID: mdl-37979465

Asunto(s)

Conducción de Automóvil; Humanos; Accidentes de Tránsito/prevención & control; Viaje; Modelos Logísticos; Conducta Peligrosa

Palabras clave

Convolution neural network; Explainable AI; Hard-braking; Low-frequency GPS trajectories; Regular speeder; Speeding behavior

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Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Asunto principal: Conducción de Automóvil Límite: Humans Idioma: En Revista: Accid Anal Prev Año: 2024 Tipo del documento: Article País de afiliación: China Pais de publicación: Reino Unido

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