Effect of Multi-Scale Decomposition on Performance of Neural Networks in Short-Term Traffic Flow Prediction

Effect of Multi-Scale Decomposition on Performance of Neural Networks in Short-Term Traffic Flow Prediction

Numerous studies employ multi-scale decomposition to improve the prediction performance of neural networks, but the grounds for selecting the decomposition algorithm are not explained, and the effects of decomposition algorithms on other performance of neural networks are also lacking further study....

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Bibliographic Details
Main Authors:	Haichao Huang, Jingya Chen, Xinting Huo, Yufei Qiao, Lei Ma
Format:	Article
Language:	English
Published:	IEEE 2021-01-01
Series:	IEEE Access
Subjects:	Multi-scale decomposition short-term traffic flow K-means robustness generalization performance
Online Access:	https://ieeexplore.ieee.org/document/9386061/

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