Urban traffic crashes represent a significant challenge affecting public safety and urban
mobility worldwide. This study introduces a novel application of Sparse Non-negative Matrix …

Investigating pedestrian safety disparities across sociodemographic groups is essential for
enhancing traffic safety. This study examines the impact of sociodemographic and built …

Interaction effects constitute crucial crash attributes that can be classified into two distinct
categories: spatiotemporal interactions and factor interactions. These interactions are rarely …

Conflict severity is the outcome of complex interactions between roadway and
environmental characteristics, and vehicle motion. Understanding how and to what extent a …

Understanding the impacts of traffic crashes is essential for safety management and
proactive safety protection. Current studies often hold the assumption of linearity and spatial …

This study aimed to explore the traffic safety evaluation model for downstream intersections
of urban expressway exits and make up for the shortcomings in safety research on …