Accident and hazard prediction models for highway–rail grade crossings: a state-of-the-practice review for the USA

OF Abioye, MA Dulebenets, J Pasha, M Kavoosi… - Railway engineering …, 2020 - Springer
Highway–rail grade crossings (HRGCs) are one of the most dangerous segments of the
transportation network. Every year numerous accidents are recorded at HRGCs between …

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 …

The impact of aggressive driving behavior on driver‐injury severity at highway‐rail grade crossings accidents

C Ma, W Hao, W Xiang, W Yan - Journal of Advanced …, 2018 - Wiley Online Library
The effect of aggressive driving behavior on driver's injury severity is analyzed by
considering a comprehensive set of variables at highway‐rail grade crossings in the US. In …

Mixed logit model-based driver injury severity investigations in single-and multi-vehicle crashes on rural two-lane highways

Q Wu, F Chen, G Zhang, XC Liu, H Wang… - Accident Analysis & …, 2014 - Elsevier
Crashes occurring on rural two-lane highways are more likely to result in severe driver
incapacitating injuries and fatalities. In this study, mixed logit models are developed to …

Safety and associated parameters influencing performance of rail road grade crossings: A critical review of state of the art

AK Vivek, T Khan, SS Mohapatra - Journal of safety research, 2021 - Elsevier
Abstract Introduction: Railroad grade crossings (RRGCs) have emerged as critical
transportation infrastructures from the point of safety and operational aspects because two …

Evaluation of safety degree at railway crossings in order to achieve sustainable traffic management: A novel integrated fuzzy MCDM model

A Blagojević, S Kasalica, Ž Stević, G Tričković… - Sustainability, 2021 - mdpi.com
Sustainable traffic system management under conditions of uncertainty and inappropriate
road infrastructure is a responsible and complex task. In Bosnia and Herzegovina (BiH) …

Risk factors affecting fatal bus accident severity: Their impact on different types of bus drivers

S Feng, Z Li, Y Ci, G Zhang - Accident Analysis & Prevention, 2016 - Elsevier
While the bus is generally considered to be a relatively safe means of transportation, the
property losses and casualties caused by bus accidents, especially fatal ones, are far from …

A latent class modeling approach for identifying vehicle driver injury severity factors at highway-railway crossings

N Eluru, M Bagheri, LF Miranda-Moreno, L Fu - Accident Analysis & …, 2012 - Elsevier
In this paper, we aim to identify the different factors that influence injury severity of highway
vehicle occupants, in particular drivers, involved in a vehicle-train collision at highway …

Risk factors associated with truck-involved fatal crash severity: Analyzing their impact for different groups of truck drivers

Y Yuan, M Yang, Y Guo, S Rasouli, Z Gan… - Journal of safety research, 2021 - Elsevier
Introduction: Fatal crashes that include at least one fatality of an occupant within 30 days of
the crash cause large numbers of injured persons and property losses, especially when a …

Predicting crash injury severity with machine learning algorithm synergized with clustering technique: A promising protocol

K Assi, SM Rahman, U Mansoor, N Ratrout - International journal of …, 2020 - mdpi.com
Predicting crash injury severity is a crucial constituent of reducing the consequences of
traffic crashes. This study developed machine learning (ML) models to predict crash injury …