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 …

Current understanding of the effects of congestion on traffic accidents

AE Retallack, B Ostendorf - … journal of environmental research and public …, 2019 - mdpi.com
Traffic accidents impart both economic and social costs upon communities around the world,
hence the desire for accident rates to be reduced. For this reduction to occur, the factors …

Identification of dynamic traffic crash risk for cross-area freeways based on statistical and machine learning methods

Y Yang, K He, Y Wang, Z Yuan, Y Yin, M Guo - Physica A: Statistical …, 2022 - Elsevier
Freeway traffic safety should be given great attention due to the frequent and serious
consequences that arise from freeway traffic crashes. With the possibility of obtaining high …

Real-time crash risk prediction on arterials based on LSTM-CNN

P Li, M Abdel-Aty, J Yuan - Accident Analysis & Prevention, 2020 - Elsevier
Real-time crash risk prediction is expected to play a crucial role in preventing traffic
accidents. However, most existing studies only focus on freeways rather than urban arterials …

Real-time conflict-based Bayesian Tobit models for safety evaluation of signalized intersections

Y Guo, T Sayed, M Essa - Accident Analysis & Prevention, 2020 - Elsevier
Highlights•Conflict-based real-time safety performance functions are developed for
signalized intersections.•Several Tobit models including GRP-Tobit, RI-Tobit, and GRP-Tobit …

A deep learning approach to the citywide traffic accident risk prediction

H Ren, Y Song, J Wang, Y Hu… - 2018 21st International …, 2018 - ieeexplore.ieee.org
With the rapid development of urbanization, the boom of vehicle numbers has resulted in
serious traffic accidents, which led to casualties and huge economic losses. The ability to …

Simultaneous multithreading: Maximizing on-chip parallelism

DM Tullsen, SJ Eggers, HM Levy - Proceedings of the 22nd annual …, 1995 - dl.acm.org
This paper examines simultaneous multithreading, a technique permitting several
independent threads to issue instructions to a superscalar's multiple functional units in a …

A study of freeway crash risk prediction and interpretation based on risky driving behavior and traffic flow data

M Guo, X Zhao, Y Yao, P Yan, Y Su, C Bi… - Accident Analysis & …, 2021 - Elsevier
The prediction of traffic crashes is an essential topic in traffic safety research. Most of the
previous studies conducted experiments on real-time crash prediction of expressways or …

Incorporating real-time traffic and weather data to explore road accident likelihood and severity in urban arterials

A Theofilatos - Journal of safety research, 2017 - Elsevier
Introduction The effective treatment of road accidents and thus the enhancement of road
safety is a major concern to societies due to the losses in human lives and the economic and …

Traffic conflict models to evaluate the safety of signalized intersections at the cycle level

M Essa, T Sayed - Transportation research part C: emerging technologies, 2018 - Elsevier
The safety of signalized intersections has often been evaluated at an aggregate level
relating collisions to annual traffic volume and the geometric characteristics of the …