Yanni Ju

Resilience enhancement-oriented traffic police service district division and patrol route planning

With the increase in car ownership and traffic accidents, optimally designing traffic police service districts and patrol routes (TPSD-PR) has practical significance in improving the capability of an urban road system to cope with traffic events. However, existing studies rarely...

A Multidimensional Framework for Traffic Accident Consequence Prediction: Integrating Multi-Objective Optimization, Explainable AI, and Causal Inference

Road traffic accident consequences are multidimensional, involving fatalities, injuries, and property loss. Existing studies have mainly focused on single outcomes, limiting the understanding of heterogeneous mechanisms across different consequence dimensions. Based on road accid...