Fuzzy transforms method in prediction data analysis

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.