no code implementations • 29 Apr 2024 • Artur Grigorev, Khaled Saleh, Yuming Ou
Traffic congestion due to road incidents poses a significant challenge in urban environments, leading to increased pollution, economic losses, and traffic congestion.
no code implementations • 20 Mar 2024 • Artur Grigorev, Khaled Saleh, Yuming Ou, Adriana-Simona Mihaita
Incorporating features from language models with those directly obtained from incident reports has shown to improve, or at least match, the performance of machine learning techniques in assigning severity levels to incidents, particularly when employing Random Forests and Extreme Gradient Boosting methods.