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Cites:

Information Journal Paper

Title

RESIDUAL ANALYSIS USING FOURIER SERIES TRANSFORM IN FUZZY TIME SERIES MODEL

Pages

  43-54

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.

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    • Cite

    APA: Copy

    TSAUR, R.C.. (2014). RESIDUAL ANALYSIS USING FOURIER SERIES TRANSFORM IN FUZZY TIME SERIES MODEL. IRANIAN JOURNAL OF FUZZY SYSTEMS, 11(3), 43-54. SID. https://sid.ir/paper/643482/en

    Vancouver: Copy

    TSAUR R.C.. RESIDUAL ANALYSIS USING FOURIER SERIES TRANSFORM IN FUZZY TIME SERIES MODEL. IRANIAN JOURNAL OF FUZZY SYSTEMS[Internet]. 2014;11(3):43-54. Available from: https://sid.ir/paper/643482/en

    IEEE: Copy

    R.C. TSAUR, “RESIDUAL ANALYSIS USING FOURIER SERIES TRANSFORM IN FUZZY TIME SERIES MODEL,” IRANIAN JOURNAL OF FUZZY SYSTEMS, vol. 11, no. 3, pp. 43–54, 2014, [Online]. Available: https://sid.ir/paper/643482/en

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