Multiscale Backcast Convolution Neural Network for Traffic Flow Prediction in The Frequency Domain

Multiscale Backcast Convolution Neural Network for Traffic Flow Prediction in The Frequency Domain

With the construction of intelligent transportation systems in recent years, intelligent methods for the prediction of traffic flow are becoming more and more important, and accurate prediction plays a key role in enabling downstream scheduling algorithms. However, the accuracy of most current forec...

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Bibliographic Details
Main Authors: Shuying Wang, Yinong Zhang, En Fu, Shaohu Tang
Format: Article
Language:English
Published: MDPI AG 2022-11-01
Series:Applied Sciences
Subjects:
traffic flow prediction
time series
convolutional neural networks
auto-encoder
intelligent transportation systems
Online Access:https://www.mdpi.com/2076-3417/12/23/11912

Internet

https://www.mdpi.com/2076-3417/12/23/11912

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