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Nonlinear Modeling: Advanced Black-Box Techniques discusses methods on Neural nets and related model structures for nonlinear system identification; Enhanced multi-stream Kalman filter training for recurrent networks; The support vector method of function estimation; Parametric density estimation for the classification of acoustic feature vectors in speech recognition; Wavelet-based modeling of nonlinear systems; Nonlinear identification based on fuzzy models; Statistical learning in control and matrix theory; Nonlinear time-series analysis. It also contains the results of the K.U. Leuven time series prediction competition, held within the framework of an international workshop at the K.U. Leuven, Belgium in July 1998.

Engineering design --- Nonlinear systems --- Conception technique --- Systèmes non linéaires --- Mathematical models --- Modèles mathématiques --- 681.5.021 --- -Nonlinear systems --- -Academic collection --- Systems, Nonlinear --- System theory --- Design, Engineering --- Engineering --- Industrial design --- Strains and stresses --- Automatic control engineering. Control systems, techniques, equipment. Cybernetic and automation technology--?.021 --- Design --- Mathematical models. --- 681.5.021 Automatic control engineering. Control systems, techniques, equipment. Cybernetic and automation technology--?.021 --- Systèmes non linéaires --- Modèles mathématiques --- Academic collection --- Electronic circuits. --- Statistical physics. --- Dynamical systems. --- System theory. --- Signal processing. --- Image processing. --- Speech processing systems. --- Electrical engineering. --- Circuits and Systems. --- Complex Systems. --- Systems Theory, Control. --- Signal, Image and Speech Processing. --- Electrical Engineering. --- Statistical Physics and Dynamical Systems. --- Electric engineering --- Computational linguistics --- Electronic systems --- Information theory --- Modulation theory --- Oral communication --- Speech --- Telecommunication --- Singing voice synthesizers --- Pictorial data processing --- Picture processing --- Processing, Image --- Imaging systems --- Optical data processing --- Processing, Signal --- Information measurement --- Signal theory (Telecommunication) --- Systems, Theory of --- Systems science --- Science --- Dynamical systems --- Kinetics --- Mathematics --- Mechanics, Analytic --- Force and energy --- Mechanics --- Physics --- Statics --- Mathematical statistics --- Electron-tube circuits --- Electric circuits --- Electron tubes --- Electronics --- Philosophy --- Statistical methods --- Engineering design - Mathematical models --- Nonlinear systems - Mathematical models