Fuzzy transforms method in prediction data analysis

Authors:
Ferdinando Di Martino;Vincenzo Loia;Salvatore Sessa
Affiliations:
Università degli Studi di Napoli Federico II, Dipartimento di Costruzioni e Metodi Matematici in Architettura, Via Monteoliveto 3, 80134 Napoli, Italy;Università degli Studi di Salerno, Dipartimento di Matematica e Informatica, Via Ponte Don Melillo, 84084 Fisciano, Italy;Università degli Studi di Napoli Federico II, Dipartimento di Costruzioni e Metodi Matematici in Architettura, Via Monteoliveto 3, 80134 Napoli, Italy
Venue:
Fuzzy Sets and Systems
Year:
2011

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Abstract

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.