In an intelligent transportation system, accurate traffic flow prediction can provide significant
help for travel planning. Even though some methods are proposed to do so, they focus on …

With the growths in population and vehicles, traffic flow becomes more complex and
uncertain disruptions occur more often. Accurate prediction of urban traffic flow is important …

Traffic flow prediction has received extensive attention recently, since it is a key step to
prevent and mitigate traffic congestion in urban areas. However, most previous studies on …

Accurate traffic prediction under various conditions is an important but challenging task. Due
to the complicated non-stationary temporal dynamics in traffic flow time series and spatial …

To assist in the broadcasting of time-critical traffic information in an Internet of Vehicles (IoV)
and vehicular sensor networks (VSN), fast network connectivity is needed. Accurate traffic …

How to effectively improve the traffic efficiency of the road network plays a crucial role in
ensuring the regular operation of modern society. This is also a key concern in the field of …

Short-term traffic flow prediction is an important component of intelligent transportation
systems, which can support traffic trip planning and traffic management. Although existing …

Traffic flow forecasting is a critical input to intelligent transportation systems. Accurate traffic
flow forecasting can provide an effective reference for implementing traffic management …

Traffic flow prediction is a basic aspect to be considered in transportation management and
modeling. Attaining precise information on near and current traffic flows has an extensive …

Traffic prediction is a core problem in the intelligent transportation system and has broad
applications in the transportation management and planning, and the main challenge of this …