Accuracy is important in Urban Mass Transit System (UMTS), especially for traffic control.
Traffic passenger flow prediction has a long history and is still a difficult problem due to …

Nowadays, many problems have arisen during the rapid development of our traffic systems,
such as crowd congestion, traffic accident, imbalance use of infrastructures, etc. By …

Passenger flow prediction is the key to operation efficiency and safety of urban rail transit
(URT). This paper combines the deep learning (DL) theory and support vector machine …

It is difficult for a single model to simultaneously capture the nonlinear, correlation, and
periodicity of data series in the passenger flow prediction of urban rail transit (URT). To …

The accurate prediction of bus passenger flow is the key to public transport management
and the smart city. A long short-term memory network, a deep learning method for modeling …

Rapid and accurate short-term passenger flow prediction plays an important and far-
reaching role in passenger flow control and early warning. In fact, the short-term passenger …

In the rapid development of public transportation led, the traffic flow prediction has become
one of the most crucial issues, especially estimating the number of passengers using the …

It is critical for the management and control of urban rail transit (URT) to be able to predict
passenger flow accurately and in real time. Considering that the high-resolution data …

The rapid development of urban rail transit brings high efficiency and convenience. At the
same time, the increasing passenger flow also remarkably increases the risk of emergencies …

Urban traffic passenger flows prediction is practically important to facilitate many real
applications including transportation management and public safety. Recently, deep …