A Hybrid Short-Term Traffic Flow Prediction Model Based on Singular Spectrum Analysis and Kernel Extreme Learning Machine

Open Access

Peer-reviewed

Research Article

Qiang Shang,

Affiliation College of Transportation, Jilin University, Changchun 130022, China
⨯
Ciyun Lin ,

* E-mail: linciyun@jlu.edu.cn

Affiliations College of Transportation, Jilin University, Changchun 130022, China, State Key Laboratory of Automobile Simulation and Control, Jilin University, Changchun 130022, China
⨯
Zhaosheng Yang,

Affiliations College of Transportation, Jilin University, Changchun 130022, China, State Key Laboratory of Automobile Simulation and Control, Jilin University, Changchun 130022, China
⨯
Qichun Bing,

Affiliation College of Transportation, Jilin University, Changchun 130022, China
⨯
Xiyang Zhou

Affiliation College of Transportation, Jilin University, Changchun 130022, China
⨯

Reader Comments (0)

Forecasting
Is the Subject Area "Forecasting" applicable to this article?

Thanks for your feedback.
Support vector machines
Is the Subject Area "Support vector machines" applicable to this article?

Thanks for your feedback.
Kernel functions
Is the Subject Area "Kernel functions" applicable to this article?

Thanks for your feedback.
Machine learning
Is the Subject Area "Machine learning" applicable to this article?

Thanks for your feedback.
Algorithms
Is the Subject Area "Algorithms" applicable to this article?

Thanks for your feedback.
Neurons
Is the Subject Area "Neurons" applicable to this article?

Thanks for your feedback.
Statistical data
Is the Subject Area "Statistical data" applicable to this article?

Thanks for your feedback.
Machine learning algorithms
Is the Subject Area "Machine learning algorithms" applicable to this article?

Thanks for your feedback.