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Autoregressive time series prediction by means of fuzzy inference systems using nonparametric residual variance estimation

 

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Opened Access Autoregressive time series prediction by means of fuzzy inference systems using nonparametric residual variance estimation
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Author: Montesino Pouzols, Federico
Lendasse, Amaury
Barriga Barros, Ángel
Department: Universidad de Sevilla. Departamento de Electrónica y Electromagnetismo
Date: 2010
Published in: Fuzzy Sets and Systems, 161 (4), 471-497.
Document type: Article
Abstract: We propose an automatic methodology framework for short- and long-term prediction of time series by means of fuzzy inference systems. In this methodology, fuzzy techniques and statistical techniques for nonparametric residual variance estimation are...
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Cite: Montesino Pouzols, F., Lendasse, A. y Barriga Barros, Á. (2010). Autoregressive time series prediction by means of fuzzy inference systems using nonparametric residual variance estimation. Fuzzy Sets and Systems, 161 (4), 471-497.
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URI: https://hdl.handle.net/11441/76978

DOI: 10.1016/j.fss.2009.10.018

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