Traffic control optimization is a challenging task for various traffic centers around the world
and the majority of existing approaches focus only on develo** adaptive methods for …

Accurate estimating causal effects of crashes on highway traffic is crucial for mitigating the
negative impacts of crashes. Previous studies have built up a series of methods via …

When traffic accidents occur on the urban link, the induced congestion propagates upstream
and affects adjacent links. Since the congestion on an urban link is affected by its adjacent …

This paper proposes a new data-driven impact area vulnerability analysis approach that
considers both the probability of impact of incidents and their resulting effects on an impact …

The rapid development of intelligent transportation systems and the emergence of the
sharing economy have given rise to vast amounts of spatiotemporal data. Consequently …

Understanding the impact of the built environment on traffic congestion can provide reliable
references for alleviating traffic congestion. Previous research has explored traffic …

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 …

Given traffic flow measurements for one highway, how to forecast its flow in future periods?
Recent works in traffic forecast propose burdensome procedures by depending on …

Large-scale planned special events in cities including concerts, football games and fairs can
significantly impact urban mobility. The lack of reliable models for understanding and …

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 …