Short-Term Traffic Flow Prediction Based on CNN-BILSTM with Multicomponent Information

Short-Term Traffic Flow Prediction Based on CNN-BILSTM with Multicomponent Information

<b>Problem definition:</b> The intelligent transportation system (ITS) plays a vital role in the construction of smart cities. For the past few years, traffic flow prediction has been a hot study topic in the field of transportation. Facing the rapid increase in the amount of traffic inf...

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Bibliographic Details
Main Authors: Weiqing Zhuang, Yongbo Cao
Format: Article
Language:English
Published: MDPI AG 2022-08-01
Series:Applied Sciences
Subjects:
traffic flow forecast
convolutional neural network
bidirectional long short-term memory network model
multicomponent information
Online Access:https://www.mdpi.com/2076-3417/12/17/8714

Internet

https://www.mdpi.com/2076-3417/12/17/8714

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