A review of the effect of traffic and weather characteristics on road safety

A Theofilatos, G Yannis - Accident Analysis & Prevention, 2014 - Elsevier
Taking into consideration the increasing availability of real-time traffic data and stimulated by
the importance of proactive safety management, this paper attempts to provide a review of …

Injury severity prediction of traffic crashes with ensemble machine learning techniques: A comparative study

A Jamal, M Zahid, M Tauhidur Rahman… - … journal of injury …, 2021 - Taylor & Francis
A better understanding of injury severity risk factors is fundamental to improving crash
prediction and effective implementation of appropriate mitigation strategies. Traditional …

Analysis of accident injury-severities using a correlated random parameters ordered probit approach with time variant covariates

G Fountas, PC Anastasopoulos, M Abdel-Aty - Analytic methods in accident …, 2018 - Elsevier
This paper employs a correlated random parameters ordered probit modeling framework to
explore time-variant and time-invariant factors affecting injury-severity outcomes in single …

Transparent deep machine learning framework for predicting traffic crash severity

K Sattar, F Chikh Oughali, K Assi, N Ratrout… - Neural Computing and …, 2023 - Springer
Abstract Analysis of crash injury severity is a promising research target in highway safety
studies. A better understanding of crash severity risk factors is vital for the proactive …

Analyzing crash injury severity for a mountainous freeway incorporating real-time traffic and weather data

R Yu, M Abdel-Aty - Safety science, 2014 - Elsevier
This study focuses on developing crash injury severity analysis models for a mountainous
freeway section. In addition to the data obtained from crash reports, real-time traffic and …

Incorporating real-time traffic and weather data to explore road accident likelihood and severity in urban arterials

A Theofilatos - Journal of safety research, 2017 - Elsevier
Introduction The effective treatment of road accidents and thus the enhancement of road
safety is a major concern to societies due to the losses in human lives and the economic and …

Association rule analysis of factors contributing to extraordinarily severe traffic crashes in China

C Xu, J Bao, C Wang, P Liu - Journal of safety research, 2018 - Elsevier
Introduction This study aimed to investigate the contributing factors to serious casualty traffic
crashes and their interdependency in China. Serious casualty crashes are defined as …

What factors results in having a severe crash? a closer look on distraction-related factors

H Razi-Ardakani, A Mahmoudzadeh… - Cogent …, 2019 - Taylor & Francis
This study provides a comprehensive literature review to summarize all contributing factors
and the logit-based models that were used to predict the severity of crashes. Using the …

Temporal stability of the impact of factors determining drivers' injury severities across traffic barrier crashes in mountainous regions

D Song, X Yang, PC Anastasopoulos, X Zu… - Analytic methods in …, 2023 - Elsevier
Traffic barrier crashes have been a major concern in many prior studies in traffic safety
literature, especially in the crash-prone sections of mountainous regions. However, the effect …

Investigating occupant injury severity of truck-involved crashes based on vehicle types on a mountainous freeway: A hierarchical Bayesian random intercept approach

MT Haq, M Zlatkovic, K Ksaibati - Accident Analysis & Prevention, 2020 - Elsevier
Earlier research on injury severity of truck-involved crashes focused primarily on single-truck
and multi-vehicle crashes with truck involvement, or investigated truck-involved injury …