Identification of High-risk AV Accident Scenarios Based on Machine Learning and Association Rules
To identify high-risk accident scenarios of autonomous vehicles and their influencing mechanisms, this paper proposes a hybrid model that integrates interpretable machine learning and association rules. Based on accident data from California, USA, three technical features are added to traditional variables: vehicle mod...