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Fuzzy transforms method in prediction data analysis
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DOI：10.1016/j.fss.2010.11.009.png)
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Abstract
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We present a prediction method based on Fuzzy transforms for forecasting problems and we compare it with the well known Wang-Mendel's one. Another comparison is made on the Local Linear Wavelet Neural Network method via forecasting time series. We apply these concepts to a Mackey-Glass chaotic time series and to the monthly NAO climatic index time series. (C) 2010 Elsevier B.V. All rights reserved.
Keywords:
Fuzzy partition
Fuzzy transform
Fuzzy rule set
Forecasting time series
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