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[DeepSeek]
[DeepSeek]
Work zones have long been cited as a significant cause of road fatalities and traffic delays,
with evident negative impacts on traffic safety and mobility. This review outlines the mobility …
with evident negative impacts on traffic safety and mobility. This review outlines the mobility …
Predicting freeway work zone delays and costs with a hybrid machine‐learning model
A hybrid machine‐learning model, integrating an artificial neural network (ANN) and a
support vector machine (SVM) model, is developed to predict spatiotemporal delays, subject …
support vector machine (SVM) model, is developed to predict spatiotemporal delays, subject …
Development and Evaluation of Statistical and Machine-Learning Models for Queue-Length Estimation for Lane Closures in Freeway Work Zones
Freeway maintenance and rehabilitation work usually require closing one or multiple lanes,
interrupting traffic flows, and creating queues upstream of the work zone. Public agencies …
interrupting traffic flows, and creating queues upstream of the work zone. Public agencies …
Incorporating multiple congestion levels into spatiotemporal analysis for the impact of a traffic incident
Traffic incidents occurring on the road interrupt the smooth mobility of traffic flow and lead to
traffic congestion. Although there has been a proliferation of studies that attempt to estimate …
traffic congestion. Although there has been a proliferation of studies that attempt to estimate …
Spatiotemporal clustering for the impact region caused by a traffic incident: an improved fuzzy C-means approach with guaranteed consistency
Traffic incidents disrupt the normal flow of vehicles and induce nonrecurrent traffic
congestion. It has been well accepted that the shape of the spatiotemporal region impacted …
congestion. It has been well accepted that the shape of the spatiotemporal region impacted …
Machine learning approach to forecast work zone mobility using probe vehicle data
The aim of deploying intelligent transportation systems (ITS) is often to help engineers and
operators identify traffic congestion. The future of ITS-based traffic management is the …
operators identify traffic congestion. The future of ITS-based traffic management is the …
Estimating the spatiotemporal impact of traffic incidents: An integer programming approach consistent with the propagation of shockwaves
A fundamental issue in estimating the spatiotemporal impact of an incident is to ensure that
the shape of the affected region in the speed map is consistent with the propagation of …
the shape of the affected region in the speed map is consistent with the propagation of …
Modeling the evolution of incident impact in urban road networks by leveraging the spatiotemporal propagation of shockwaves
Traffic incidents bring disruptions to the smooth movement of vehicles and have a spillover
effect on the traffic in urban road networks. Although there has been a large number of …
effect on the traffic in urban road networks. Although there has been a large number of …