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Introduction to wavelet theory pre-processing - the multiresolution approach spline-based wavelets approximation and compression algorithms automatic generation of a fuzzy system with wavelet based methods on-line learning nonparametric wavelet-based estimation and regression techniques developing intelligent products genetic algorithms and multiresolution.