Practical advantage of crossed random intercepts under Bayesian hierarchical modeling to tackle unobserved heterogeneity in clustering critical versus non-critical …

AK Bakhshi, MM Ahmed - Accident Analysis & Prevention, 2021 - Elsevier
Traditional hierarchical modeling has been proposed to account for unobserved
heterogeneity in the crash analysis. Previous studies investigated the grouping of individual …

Dynamic trajectory-based traffic dispersion method for intersection traffic accidents in an intelligent and connected environment

X Huang, P Lin, C Chen, B Ran… - IEEE Intelligent …, 2021 - ieeexplore.ieee.org
Intersection traffic accidents (ITAs) are one of the major causes of nonrecurrent congestion
in urban road networks because the intersection is the bottleneck of road traffic. Although …

Machine Learning Algorithms for Forecasting the Impacts of Connected and Automated Vehicles on Highway Construction Costs

A Mahdavian - 2022 - stars.library.ucf.edu
A multitude of externalities affects transport efficiency and numbers of trips. Population
expansion, urban development, political issues, fiscal trends, and growth in the field of …