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 …
[HTML][HTML] A review of traffic accidents and related practices worldwide
AA Mohammed, K Ambak… - The Open …, 2019 - opentransportationjournal.com
A traffic accident, a traffic collision or crash occurs when a vehicle collides with another
vehicle, pedestrian, animal, road barrier, or any stationary obstruction such as a tree or a …
vehicle, pedestrian, animal, road barrier, or any stationary obstruction such as a tree or a …
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 …
Modeling crash spatial heterogeneity: Random parameter versus geographically weighting
The widely adopted techniques for regional crash modeling include the negative binomial
model (NB) and Bayesian negative binomial model with conditional autoregressive prior …
model (NB) and Bayesian negative binomial model with conditional autoregressive prior …
Support vector machine in crash prediction at the level of traffic analysis zones: assessing the spatial proximity effects
In zone-level crash prediction, accounting for spatial dependence has become an
extensively studied topic. This study proposes Support Vector Machine (SVM) model to …
extensively studied topic. This study proposes Support Vector Machine (SVM) model to …
[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 …
A multivariate spatial model of crash frequency by transportation modes for urban intersections
This study proposes a multivariate spatial model to simultaneously analyze the occurrence
of motor vehicle, bicycle and pedestrian crashes at urban intersections. The proposed model …
of motor vehicle, bicycle and pedestrian crashes at urban intersections. The proposed model …
Bayesian spatial-temporal model for the main and interaction effects of roadway and weather characteristics on freeway crash incidence
This study attempts to examine the main and interaction effects of roadway and weather
conditions on crash incidence, using the comprehensive crash, traffic and weather data from …
conditions on crash incidence, using the comprehensive crash, traffic and weather data from …
Macroscopic modeling of pedestrian and bicycle crashes: A cross-comparison of estimation methods
The paper presents a cross-comparison of different estimation methods to model pedestrian
and bicycle crashes. The study contributes to macro level safety studies by providing further …
and bicycle crashes. The study contributes to macro level safety studies by providing further …
Examining traffic conflicts of up stream toll plaza area using vehicles' trajectory data
Despite the recognized benefits of electronic toll collection (ETC) system as an important
part of toll plaza area, the mixed traffic of electronic toll collection (ETC) vehicles and manual …
part of toll plaza area, the mixed traffic of electronic toll collection (ETC) vehicles and manual …