A Long-Term Traffic Flow Prediction Model Based on Variational Mode Decomposition and Auto-Correlation Mechanism

A Long-Term Traffic Flow Prediction Model Based on Variational Mode Decomposition and Auto-Correlation Mechanism

Traffic flow forecasting, as an integral part of intelligent transportation systems, plays a critical part in traffic planning. Previous studies have primarily focused on short-term traffic flow prediction, paying insufficient attention to long-term prediction. In this study, we propose a hybrid mod...

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Bibliographic Details
Main Authors: Kaixin Guo, Xin Yu, Gaoxiang Liu, Shaohu Tang
Format: Article
Language:English
Published: MDPI AG 2023-06-01
Series:Applied Sciences
Subjects:
traffic flow forecasting
auto-correlation mechanism
variational mode decomposition
correction module
Online Access:https://www.mdpi.com/2076-3417/13/12/7139

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