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Paper Information

Journal:   IRANIAN JOURNAL OF FUZZY SYSTEMS   2014 , Volume 11 , Number 3; Page(s) 43 To 54.
 
Paper: 

RESIDUAL ANALYSIS USING FOURIER SERIES TRANSFORM IN FUZZY TIME SERIES MODEL

 
 
Author(s):  TSAUR R.C.*
 
* 
 
Abstract: 

In this paper, we propose a new residual analysis method using Fourier series transform into fuzzy time series model for improving the forecast- ing performance. This hybrid model takes advantage of the high predictable power of fuzzy time series model and Fourier series transform to t the esti- mated residuals into frequency spectra, select the low-frequency terms, lter out high-frequency terms, and then have well forecasting performance. Two numerical examples are given to show that our proposed model can be applied with the best forecasting performance than the other models.

 
Keyword(s): FUZZY TIME SERIES, RESIDUAL ANALYSIS, FOURIER SERIES TRANSFORM, FORE-CASTING
 
 
References: 
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+ Click to Cite.
APA: Copy

TSAUR, R. (2014). RESIDUAL ANALYSIS USING FOURIER SERIES TRANSFORM IN FUZZY TIME SERIES MODEL. IRANIAN JOURNAL OF FUZZY SYSTEMS, 11(3), 43-54. https://www.sid.ir/en/journal/ViewPaper.aspx?id=405496



Vancouver: Copy

TSAUR R.C.. RESIDUAL ANALYSIS USING FOURIER SERIES TRANSFORM IN FUZZY TIME SERIES MODEL. IRANIAN JOURNAL OF FUZZY SYSTEMS. 2014 [cited 2021May18];11(3):43-54. Available from: https://www.sid.ir/en/journal/ViewPaper.aspx?id=405496



IEEE: Copy

TSAUR, R., 2014. RESIDUAL ANALYSIS USING FOURIER SERIES TRANSFORM IN FUZZY TIME SERIES MODEL. IRANIAN JOURNAL OF FUZZY SYSTEMS, [online] 11(3), pp.43-54. Available: https://www.sid.ir/en/journal/ViewPaper.aspx?id=405496.



 
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