100 Ping Le Yuan
Chaoyang District
Beijing, 100020
China
Beijing University of Technology
Lane changing, Crash risk, Influencing factors, Spatial-temporal series prediction, Transformer
Commercial motor vehicle, Non-commercial motor vehicle, Drivers' fault emergency response, Heterogeneity, Logistic regression model