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 …

Environmental factors affecting the frequency of road traffic accidents: a case study of sub-urban area of Pakistan

HM Hammad, M Ashraf, F Abbas, HF Bakhat… - … Science and Pollution …, 2019 - Springer
Road traffic accidents (RTAs) are among the life-threatening issues facing rural as well as
sub-/urban communities. Several factors contribute to RTAs ranging from human to technical …

Hetero-convlstm: A deep learning approach to traffic accident prediction on heterogeneous spatio-temporal data

Z Yuan, X Zhou, T Yang - Proceedings of the 24th ACM SIGKDD …, 2018 - dl.acm.org
Predicting traffic accidents is a crucial problem to improving transportation and public safety
as well as safe routing. The problem is also challenging due to the rareness of accidents in …

Analytic methods in accident research: Methodological frontier and future directions

FL Mannering, CR Bhat - Analytic methods in accident research, 2014 - Elsevier
The analysis of highway-crash data has long been used as a basis for influencing highway
and vehicle designs, as well as directing and implementing a wide variety of regulatory …

[HTML][HTML] A study on road accident prediction and contributing factors using explainable machine learning models: analysis and performance

S Ahmed, MA Hossain, SK Ray, MMI Bhuiyan… - Transportation research …, 2023 - Elsevier
Road accidents are increasing worldwide and are causing millions of deaths each year.
They impose significant financial and economic expenses on society. Existing research has …

The statistical analysis of crash-frequency data: A review and assessment of methodological alternatives

D Lord, F Mannering - Transportation research part A: policy and practice, 2010 - Elsevier
Gaining a better understanding of the factors that affect the likelihood of a vehicle crash has
been an area of research focus for many decades. However, in the absence of detailed …

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 …

[图书][B] The handbook of road safety measures

R Elvik, A Høye, T Vaa, M Sørensen - 2009 - emerald.com
4.1 Tyre tread depth 4.2 Studded tyres 4.3 Antilock braking systems (ABS) and disc brakes
4.4 High-mounted stop lamps 4.5 Daytime running lights for cars 4.6 Daytime running lights …

Driving safety field theory modeling and its application in pre-collision warning system

J Wang, J Wu, X Zheng, D Ni, K Li - Transportation research part C …, 2016 - Elsevier
The concept and contents of driving safety field theory were presented in our previous study.
On this basis, this study focus on driving safety field theory modeling and application. First, a …

Diagnostic analysis of the effects of weather condition on pedestrian crash severity

X Zhai, H Huang, NN Sze, Z Song, KK Hon - Accident Analysis & Prevention, 2019 - Elsevier
Pedestrians are vulnerable to severe injury and mortality in road crashes. Numerous studies
have attempted to identify factors contributing to crashes and pedestrian injury risks. As an …