A review of spatial approaches in road safety
A Ziakopoulos, G Yannis - Accident Analysis & Prevention, 2020 - Elsevier
Spatial analyses of crashes have been adopted in road safety for decades in order to
determine how crashes are affected by neighboring locations, how the influence of …
determine how crashes are affected by neighboring locations, how the influence of …
The effects of driver fatigue, gender, and distracted driving on perceived and observed aggressive driving behavior: A correlated grouped random parameters …
Previous research has shown that the determinants of perceived and observed aggressive
driving behavior may differ. However, the consideration of major sources of aggressive …
driving behavior may differ. However, the consideration of major sources of aggressive …
Analyzing freeway crash severity using a Bayesian spatial generalized ordered logit model with conditional autoregressive priors
This study develops a Bayesian spatial generalized ordered logit model with conditional
autoregressive priors to examine severity of freeway crashes. Our model can simultaneously …
autoregressive priors to examine severity of freeway crashes. Our model can simultaneously …
Utilizing UAV video data for in-depth analysis of drivers' crash risk at interchange merging areas
The interchange merging area suffers a high crash risk in the freeway system, which is
greatly related to the intense mandatory merging maneuvers. Ignoring such correlation may …
greatly related to the intense mandatory merging maneuvers. Ignoring such correlation may …
Analyzing road crash frequencies with uncorrelated and correlated random-parameters count models: An empirical assessment of multilane highways
Recent literature on highway safety research has focused on methodological advances to
minimize misspecifications and the potential for erroneous estimates and invalid statistical …
minimize misspecifications and the potential for erroneous estimates and invalid statistical …
Approach-level real-time crash risk analysis for signalized intersections
J Yuan, M Abdel-Aty - Accident Analysis & Prevention, 2018 - Elsevier
Intersections are among the most dangerous roadway facilities due to the complex traffic
conflicting movements and frequent stop-and-go traffic. However, previous intersection …
conflicting movements and frequent stop-and-go traffic. However, previous intersection …
[HTML][HTML] GIS-based spatiotemporal analysis for road traffic crashes; in support of sustainable transportation Planning
S Mohammed, AH Alkhereibi, A Abulibdeh… - Transportation research …, 2023 - Elsevier
Road traffic crashes pose a significant challenge worldwide, necessitating increased efforts
to reduce them and promote sustainable transport systems. This study aimed to investigate …
to reduce them and promote sustainable transport systems. This study aimed to investigate …
Using closed-circuit television cameras to analyze traffic safety at intersections based on vehicle key points detection
In the within-intersection area, vehicles from different approaches make turning movements
resulting in many conflict points. Hence, drivers are more prone to make mistakes in that …
resulting in many conflict points. Hence, drivers are more prone to make mistakes in that …
Applying machine learning and google street view to explore effects of drivers' visual environment on traffic safety
Q Cai, M Abdel-Aty, O Zheng, Y Wu - Transportation research part C …, 2022 - Elsevier
This study aims to explore the effects of drivers' visual environment on speeding crashes by
using different machine learning techniques. To obtain the data of drivers' visual …
using different machine learning techniques. To obtain the data of drivers' visual …
Do High Visibility Enforcement programs affect aggressive driving behavior? An empirical analysis using Naturalistic Driving Study data
This paper investigates the effect of High Visibility Enforcement (HVE) programs on different
types of aggressive driving behavior, namely, speeding, tailgating, unsafe lane changes and …
types of aggressive driving behavior, namely, speeding, tailgating, unsafe lane changes and …