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International Journal of Environmental Research and Public Health|January 23, 2020
Geographical Detection of Traffic Accidents Spatial Stratified Heterogeneity and Influence FactorsYuhuan Zhang, Huapu Lu, Wencong QuInternational Journal of Environmental Research and Public Health|December 6, 2018
Influence Factors on Injury Severity of Traffic Accidents and Differences in Urban Functional Zones: The Empirical Analysis of BeijingZhiyuan Sun, Jianyu Wang, Yanyan Chen, et al.International Journal of Environmental Research and Public Health|February 6, 2021
Predicting and Interpreting Spatial Accidents through MDLSTMTianzheng Xiao, Huapu Lu, Jianyu Wang, et al.Plos One|June 8, 2018
A rough set-based measurement model study on high-speed railway safety operationQizhou Hu, Minjia Tan, Huapu Lu, et al.International Journal of Environmental Research and Public Health|February 16, 2020
Exploring Factors Influencing Injury Severity of Vehicle At-fault Accidents: A Comparative Analysis of Passenger and Freight VehiclesJianyu Wang, Huapu Lu, Zhiyuan Sun, et al.International Journal of Injury Control and Safety Promotion|January 27, 2024
How do drunk-driving events escalate into drunk-driving crashes? An empirical analysis of Beijing from a spatiotemporal perspectiveZhiyuan Sun, Keqi Cui, Xin Qi, et al.International Journal of Injury Control and Safety Promotion|August 29, 2023
A hybrid clustering and random forest model to analyse vulnerable road user to motor vehicle (VRU-MV) crashesZhiyuan Sun, Duo Wang, Xin Gu, et al.Accident; Analysis and Prevention|August 14, 2024
Considering multi-scale built environment in modeling severity of traffic violations by elderly drivers: An interpretable machine learning frameworkZhiyuan Sun, Zhoumeng Ai, Zehao Wang, et al.International Journal of Injury Control and Safety Promotion|January 29, 2024
Understanding key contributing factors on the severity of traffic violations by elderly drivers: a hybrid approach of latent class analysis and XGBoost based SHAPZhiyuan Sun, Zhicheng Wang, Xin Qi, et al.Accident; Analysis and Prevention|March 18, 2026
Exploring variations in the influence of various factors on fatal/non-fatal crash outcomes of novice driver involved crashes across diverse urban environments: Insights from partially topic-constrained modeling approachZhiyuan Sun, Siqi Jin, Yang Yang, et al.Pageof 2