Journal ArticleDOI
Risk factors associated with traffic violations and accident severity in China.
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TLDR
Analysis of traffic accident data for the period 2006-2010 in Guangdong Province, China will shed lights on the development of similar (adjusted) measures to reduce traffic violations and/or accident fatalities and injuries, and to promote road safety in other regions.About:
This article is published in Accident Analysis & Prevention.The article was published on 2013-10-01. It has received 257 citations till now. The article focuses on the topics: Poison control.read more
Citations
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Journal ArticleDOI
Traffic accidents involving fatigue driving and their extent of casualties.
TL;DR: The empirical results of the present study have important policy implications on the reduction of fatigue-related crashes as well as the severity of accidents associated with these factors.
Journal ArticleDOI
The effect of passengers on driver-injury severities in single-vehicle crashes: A random parameters heterogeneity-in-means approach
Ali Behnood,Fred L. Mannering +1 more
TL;DR: In this article, the effects of passengers on driver-injury severities were investigated using single-vehicle crashes, and a random parameters logit model with heterogeneity in parameter means was estimated.
Journal ArticleDOI
Highway toll and air pollution: Evidence from Chinese cities
TL;DR: In this paper, the authors used daily pollution and weather data for 98 Chinese cities in 2011 and 2012 and employing both a regression discontinuity design and differences-in-differences method with the 2011 National Day holiday as a control, they found that eliminating tolls increases pollution by 20% and decreases visibility by one kilometer.
Proceedings ArticleDOI
A Deep Learning Approach to the Citywide Traffic Accident Risk Prediction
TL;DR: A high accurate deep learning model for traffic accident risk prediction based on spatiotemporal correlation pattern is constructed and can be integrated into an intelligent traffic control system toward a more reasonable traffic prediction and command organization.
Journal ArticleDOI
Decision-Making Framework for Autonomous Driving at Road Intersections: Safeguarding Against Collision, Overly Conservative Behavior, and Violation Vehicles
TL;DR: In-vehicle testing results show the performance of the proposed framework to be sufficiently reliable for autonomous driving at intersections regarding reliability, robustness, safety, and efficiency.
References
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Book
Applied Logistic Regression
David W. Hosmer,Stanley Lemeshow +1 more
TL;DR: Hosmer and Lemeshow as discussed by the authors provide an accessible introduction to the logistic regression model while incorporating advances of the last decade, including a variety of software packages for the analysis of data sets.
Book
World Report on Road Traffic Injury Prevention
TL;DR: This paper is a synopsis of a major report by the WHO which collates information on crashes worldwide and summarises the key findings and the recommendations of the report.
Global Status Report on Road Safety: Time for Action
TL;DR: In this article, the status of highway safety in 178 countries around the world was evaluated and it was found that over 90% of highway traffic accident fatalities in the world occur in low-income and middle-income countries.
Journal ArticleDOI
The statistical analysis of highway crash-injury severities: a review and assessment of methodological alternatives.
TL;DR: This paper summarizes the evolution of research and current thinking as it relates to the statistical analysis of motor-vehicle injury severities, and provides a discussion of future methodological directions.