A Hybrid Deep Learning Framework for Long-Term Traffic Flow Prediction

A Hybrid Deep Learning Framework for Long-Term Traffic Flow Prediction

An accurate and reliable traffic flow prediction is of great significance, especially the long-term traffic flow prediction e.g., 24 hours, which can help the traffic decision-makers formulate the future traffic management strategy. However, the long-term traffic flow prediction imposes great challe...

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Bibliographic Details
Main Authors: Yiqun Li, Songjian Chai, Zhengwei Ma, Guibin Wang
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Traffic flow prediction
long-term prediction
wavelet decomposition
CNN-LSTM model
Online Access:https://ieeexplore.ieee.org/document/9319663/

Internet

https://ieeexplore.ieee.org/document/9319663/

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