Abstract: Predicting potential collision events is beneficial to ensure the driving safety of autonomous vehicles. Existing graph-based collision prediction methods rely heavily on domain knowledge ...

Abstract: Accurate prediction of traffic flow is a crucial element of intelligent transportation systems in terms of congestion mitigation, network routing and city mobility planning. Conventional ...