Modeling the frequency of pedestrian and bicyclist crashes at intersections: big data-driven evidence from Maryland

J Mahmoudi, C Xiong, M Yang… - Transportation research …, 2023 - journals.sagepub.com
This study leverages big location-based service data collected from mobile devices in 2019
to conduct a pedestrian and bicyclist safety analysis. Statistical models are estimated for …

[PDF][PDF] Automated machine learning for analysis and prediction of vehicle crashes

A Saxena, SA Robila - Int J Inf & Commun Technol ISSN, 2023 - academia.edu
This work discusses the study and development of a graphical interface and implementation
of a machine learning model for vehicle traffic injury and fatality prediction for a specified …