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
… to increase driver injury severity in multi-vehicle crashes. They also … , the classification of truck
drivers, considering driver-related … In the present study, data on truck-involved fatal crashes

Comparing factors affecting injury severity of passenger car and truck drivers

B Zhou, X Wang, S Zhang, Z Li, S Sun, K Shu… - IEEE …, 2020 - ieeexplore.ieee.org
… in truck-involved crashes, this paper provides some valuable … current study, the target variable
is the injury severity of drivers, … using a non-parametric classification tree model,” Saf. Sci., …

Classification of truck-involved crash severity: Dealing with missing, imbalanced, and high dimensional safety data

SI Mohammadpour, M Khedmati, MJH Zada - PLoS one, 2023 - journals.plos.org
… The target variable in this study was the truck occupant injury severity represented by the …
Utilizing machine learning models to predict the car crash injury severity among elderly drivers. …

Analysis of factors contributing to the severity of large truck crashes

J Li, J Liu, P Liu, Y Qi - Entropy, 2020 - mdpi.com
analyze the injury severity of large truck-involved run-off-road … driver and vehicle-related
factors on the severity of injuries in … completes the classification of crash injury severity based on …

Assessment of commercial truck driver injury severity based on truck configuration along a mountainous roadway using hierarchical Bayesian random intercept …

MT Haq, M Zlatkovic, K Ksaibati - Accident Analysis & Prevention, 2021 - Elsevier
… of truck driver injury severity in truck-involved crashes based … /tractor) using ten years (2007–2016)
of Wyoming crash data … , functional classification of the highway, crash severity, and …

Injury severity analysis of truck-involved crashes under different weather conditions

M Uddin, N Huynh - Accident Analysis & Prevention, 2020 - Elsevier
… In this study, the injury severity of the truck driver is chosen to be the dependent variable.
Furthermore, mixed logit (random parameters logit) modeling is used to determine the …

Analysis of factors contributing to the injury severity of overloaded-truck-related crashes on mountainous highways in China

H Wen, Y Du, Z Chen, S Zhao - International journal of environmental …, 2022 - mdpi.com
… categories, driver characteristics, especially driving behavior, … method, while a Classification
and Regression Tree (CART) … a non-parametric classification method or as a non-parametric

Large truck fatal crash severity segmentation and analysis incorporating all parties involved: A Bayesian network approach

J Wu, S Rasouli, J Zhao, Y Qian, L Cheng - Travel behaviour and society, 2023 - Elsevier
… This study aims to analyze the injury severity of large-truck-involved fatal crashes in the US
and in … In the current study, we aim at improving the non-parametric approach by applying a …

[HTML][HTML] Injury severities from heavy vehicle accidents: An exploratory empirical analysis

H Zubaidi, A Alnedawi, I Obaid, MG Abadi - Journal of traffic and …, 2022 - Elsevier
… The aims of this study were investigating the effects of heavy trucks' presence in … This study
investigated the driver injury severity type involving single heavy trucks using Victoria crash

Investigating factors affecting severity of large truck-involved crashes: Comparison of the SVM and random parameter logit model

A Hosseinzadeh, A Moeinaddini… - Journal of safety …, 2021 - Elsevier
… The current study focuses on large truck-involved crashes to … both parametric RPBL and
non-parametric SVM to identify … This research studies injury severity in truck-involved crashes