Open access
Sep 2026
Machine Learning and Spatial Context for Urban Road Traffic Crash Severity Prediction
Objectives: This study examines how demographic, temporal, vehicular, and spatial conditions jointly influence severe road traffic crashes in a dense metropolitan road network and evaluates whether machine learning can support policy-relevant risk screening. Methods/Analysis: Police-based crash records from 2020-2024 w...
M. Worachairungreung, N. Kulpanich, P. Sae-ngow et al.
· HighTech and Innovation Jour... · 0 citations