Structure-behavior integrated risk prediction of vehicle groups using Graph Neural Networks.
Accurate identification of vehicle-group-level traffic risk is important for intelligent transportation safety management. Existing risk-prediction studies have mainly focused on individual vehicles, pairwise interactions, or aggregated surrogate safety indicators, while the role of group-level structure-behavior coupl...
Jing Gan, Yao Wu, Da-Peng Zhang et al.
· Accident Analysis and Preven... · 0 citations