Graph Neural Networks for Road Safety Modeling: Datasets and Evaluations for Accident Analysis

This research introduces a unified dataset of 9 million accident records and evaluates GraphSAGE models for predicting traffic accidents, highlighting the cr...

Level: advanced

By Abhinav Nippani, Dongyue Li, Haotian Ju, Haris N. Koutsopoulos, Hongyang R. Zhang

Category: research