A review of spatial approaches in road safety

A Ziakopoulos, G Yannis - Accident Analysis & Prevention, 2020 - Elsevier
Spatial analyses of crashes have been adopted in road safety for decades in order to
determine how crashes are affected by neighboring locations, how the influence of …

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 …

Cooperative intersection management: A survey

L Chen, C Englund - IEEE transactions on intelligent …, 2015 - ieeexplore.ieee.org
Intersection management is one of the most challenging problems within the transport
system. Traffic light-based methods have been efficient but are not able to deal with the …

Big data applications in real-time traffic operation and safety monitoring and improvement on urban expressways

Q Shi, M Abdel-Aty - Transportation Research Part C: Emerging …, 2015 - Elsevier
Abstract The advent of Big Data era has transformed the outlook of numerous fields in
science and engineering. The transportation arena also has great expectations of taking the …

A vision transformer approach for traffic congestion prediction in urban areas

K Ramana, G Srivastava, MR Kumar… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Traffic problems continue to deteriorate because of increasing population in urban areas
that rely on many modes of transportation, the transportation infrastructure has achieved …

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 …

Automated vehicles: Exploring possible consequences of government (non) intervention for congestion and accessibility

T Cohen, C Cavoli - Transport reviews, 2019 - Taylor & Francis
Academic research on automated vehicles (AVs) has to date been dominated by the fields of
engineering and computer science. Questions of how this potentially transformative …

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 …

City-wide traffic congestion prediction based on CNN, LSTM and transpose CNN

N Ranjan, S Bhandari, HP Zhao, H Kim, P Khan - Ieee Access, 2020 - ieeexplore.ieee.org
Traffic congestion is a significant problem faced by large and growing cities that hurt the
economy, commuters, and the environment. Forecasting the congestion level of a road …

The effect of traffic and road characteristics on road safety: A review and future research direction

C Wang, MA Quddus, SG Ison - Safety science, 2013 - Elsevier
Understanding factors affecting road accidents is an important area in road safety research.
This paper provides a review of the factors, with specific focus on traffic and road related …