Real-time crash prediction models: State-of-the-art, design pathways and ubiquitous requirements

M Hossain, M Abdel-Aty, MA Quddus… - Accident Analysis & …, 2019 - Elsevier
Proactive traffic safety management systems can monitor traffic conditions in real-time,
identify the formation of unsafe traffic dynamics, and implement suitable interventions to …

Impact of real-time traffic characteristics on freeway crash occurrence: Systematic review and meta-analysis

S Roshandel, Z Zheng, S Washington - Accident Analysis & Prevention, 2015 - Elsevier
The development of methods for real-time crash prediction as a function of current or recent
traffic and roadway conditions is gaining increasing attention in the literature. Numerous …

[HTML][HTML] Variable speed limit: A microscopic analysis in a connected vehicle environment

B Khondaker, L Kattan - Transportation Research Part C: Emerging …, 2015 - Elsevier
This paper presents a Variable Speed Limit (VSL) control algorithm for simultaneously
maximizing the mobility, safety and environmental benefit in a Connected Vehicle …

Interventions in practice: re-framing policy approaches to consumer behaviour

N Spurling, A McMeekin, E Shove, D Southerton… - 2013 - research.manchester.ac.uk
This report introduces a novel approach to sustainability policy—a practice perspective. We
argue that social practices are a better target of intervention for sustainability policy than …

Utilizing support vector machine in real-time crash risk evaluation

R Yu, M Abdel-Aty - Accident Analysis & Prevention, 2013 - Elsevier
Real-time crash risk evaluation models will likely play a key role in Active Traffic
Management (ATM). Models have been developed to predict crash occurrence in order to …

Evaluating the safety impact of adaptive cruise control in traffic oscillations on freeways

Y Li, Z Li, H Wang, W Wang, L **ng - Accident Analysis & Prevention, 2017 - Elsevier
Adaptive cruise control (ACC) has been considered one of the critical components of
automated driving. ACC adjusts vehicle speeds automatically by measuring the status of the …

Combined variable speed limit and lane change control for highway traffic

Y Zhang, PA Ioannou - IEEE Transactions on Intelligent …, 2016 - ieeexplore.ieee.org
Variable speed limit (VSL) control of highway traffic is expected to improve traffic mobility,
safety, and environment, especially during incidents. However, most existing VSL controllers …

A dynamic Bayesian network model for real-time crash prediction using traffic speed conditions data

J Sun, J Sun - Transportation Research Part C: Emerging …, 2015 - Elsevier
Traffic crashes occurring on freeways/expressways are considered to relate closely to
previous traffic conditions, which are time-varying. Meanwhile, most studies use …

An optimal variable speed limits system to ameliorate traffic safety risk

R Yu, M Abdel-Aty - Transportation research part C: emerging technologies, 2014 - Elsevier
Abstract Active Traffic Management (ATM) systems have been emerging in recent years in
the US and Europe. They provide control strategies to improve traffic flow and reduce …

Variable speed limits: Safety and operational impacts of a candidate control strategy for freeway applications

P Allaby, B Hellinga, M Bullock - IEEE Transactions on …, 2007 - ieeexplore.ieee.org
Variable-speed limit sign (VSLS) systems enable transportation managers to dynamically
change the posted speed limit in response to prevailing traffic and/or weather conditions …