A Novel Multilevel-SVD Method to Improve Multistep Ahead Forecasting in Traffic Accidents Domain

Here is proposed a novel method for decomposing a nonstationary time series in components of low and high frequency. The method is based on Multilevel Singular Value Decomposition (MSVD) of a Hankel matrix. The decomposition is used to improve the forecasting accuracy of Multiple Input Multiple Outp...

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Detalles Bibliográficos
Autores principales: Barba, Lida, Rodríguez, Nibaldo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi Publishing Corporation 2017
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5316464/
https://www.ncbi.nlm.nih.gov/pubmed/28261267
http://dx.doi.org/10.1155/2017/7951395

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5316464/
https://www.ncbi.nlm.nih.gov/pubmed/28261267
http://dx.doi.org/10.1155/2017/7951395

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