Investigating driver injury severity patterns in rollover crashes using support vector machine models

C Chen, G Zhang, Z Qian, RA Tarefder… - Accident Analysis & …, 2016 - Elsevier
Rollover crash is one of the major types of traffic crashes that induce fatal injuries. It is
important to investigate the factors that affect rollover crashes and their influence on driver …

Examining driver injury severity outcomes in rural non-interstate roadway crashes using a hierarchical ordered logit model

C Chen, G Zhang, H Huang, J Wang… - Accident Analysis & …, 2016 - Elsevier
Rural non-interstate crashes induce a significant amount of severe injuries and fatalities.
Examination of such injury patterns and the associated contributing factors is of practical …

An explanatory analysis of driver injury severity in rear-end crashes using a decision table/Naïve Bayes (DTNB) hybrid classifier

C Chen, G Zhang, J Yang, JC Milton - Accident Analysis & Prevention, 2016 - Elsevier
Rear-end crashes are a major type of traffic crashes in the US Of practical necessity is a
comprehensive examination of its mechanism that results in injuries and fatalities. Decision …

A rear-end collision risk assessment model based on drivers' collision avoidance process under influences of cell phone use and gender—A driving simulator based …

X Li, X Yan, J Wu, E Radwan, Y Zhang - Accident Analysis & Prevention, 2016 - Elsevier
Driver's collision avoidance performance has a direct link to the collision risk and crash
severity. Previous studies demonstrated that the distracted driving, such as using a cell …

[HTML][HTML] Road collisions avoidance using vehicular cyber-physical systems: a taxonomy and review

F Riaz, MA Niazi - Complex Adaptive Systems Modeling, 2016 - Springer
Road traffic is known to have its own complex dynamics. One implication of complexity is
that road traffic collisions have become an unwelcome but unavoidable part of human life …

Driver injury severity outcome analysis in rural interstate highway crashes: a two-level Bayesian logistic regression interpretation

C Chen, G Zhang, XC Liu, Y Ci, H Huang, J Ma… - Accident Analysis & …, 2016 - Elsevier
There is a high potential of severe injury outcomes in traffic crashes on rural interstate
highways due to the significant amount of high speed traffic on these corridors. Hierarchical …

A household-level flood evacuation decision model in Quezon City, Philippines

MBB Lim, HR Lim, M Piantanakulchai, FA Uy - Natural Hazards, 2016 - Springer
Evacuation is one of the important preparedness measures in disaster management. It
requires careful modeling and planning to minimize chaos and confusion during evacuation …

Heterogeneous impacts of gender-interpreted contributing factors on driver injury severities in single-vehicle rollover crashes

Q Wu, G Zhang, C Chen, R Tarefder, H Wang… - Accident Analysis & …, 2016 - Elsevier
In this study, a mixed logit model is developed to identify the heterogeneous impacts of
gender-interpreted contributing factors on driver injury severities in single-vehicle rollover …

Improve urban passenger transport management by rationally forecasting traffic congestion probability

X Feng, M Saito, Y Liu - International Journal of Production …, 2016 - Taylor & Francis
A Bayesian network (BN) approach is proposed in this study to analyse the overall traffic
congestion probability of an urban road network in consideration of the influence of applying …

Examination of the transferability of safety performance functions for developing crash modification factors: using the empirical Bayes method

JH Wang, M Abdel-Aty, J Lee - Transportation Research …, 2016 - journals.sagepub.com
In this study, crash modification factors (CMFs) for the effect of signalization at intersections
in Florida were estimated. This paper applies the empirical Bayes method to develop CMFs …