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Traffic Origin–Destination Flow Prediction Considering Individual Travel Frequency: A Classification-Based Approach
Publisher: American Society of Civil Engineers
Abstract: Accurate prediction of traffic origin–destination (OD) matrices plays an important role in traffic management and urban development. The existing studies on OD matrix prediction primarily focus on time series prediction ...
Exploring Factors Contributing to Pedestrian Injury Severity in Pedestrian–Vehicle Crashes: An Integrated XGBoost–SHAP, Latent Cluster, and Mixed Logit Approach
Publisher: American Society of Civil Engineers
Abstract: Everyone faces the risk of road safety, making the precision in predicting factors influencing pedestrian injury severity crucial. To accurately explore factors affecting pedestrian injury severity within crashes data, a ...
Dynamic Straight-Right Lane Design and Signal Control at Urban Intersections
Publisher: ASCE
Abstract: As a key node in the urban road network, the operational efficiency of urban signal intersections directly affects the general operational efficiency of road network traffic. To improve the general efficiency of the ...