TY - BOOK ID - 2684347 TI - Nonlinear modeling : advanced black-box techniques AU - Brownlee, Kimberley AU - Vandewalle, J. PY - 1998 SN - 0792381955 9780792381952 1461376114 1461557038 PB - Boston Dordrecht London Kluwer Academic DB - UniCat KW - Engineering design KW - Nonlinear systems KW - Conception technique KW - Systèmes non linéaires KW - Mathematical models KW - Modèles mathématiques KW - 681.5.021 KW - -Nonlinear systems KW - -Academic collection KW - Systems, Nonlinear KW - System theory KW - Design, Engineering KW - Engineering KW - Industrial design KW - Strains and stresses KW - Automatic control engineering. Control systems, techniques, equipment. Cybernetic and automation technology--?.021 KW - Design KW - Mathematical models. KW - 681.5.021 Automatic control engineering. Control systems, techniques, equipment. Cybernetic and automation technology--?.021 KW - Systèmes non linéaires KW - Modèles mathématiques KW - Academic collection KW - Electronic circuits. KW - Statistical physics. KW - Dynamical systems. KW - System theory. KW - Signal processing. KW - Image processing. KW - Speech processing systems. KW - Electrical engineering. KW - Circuits and Systems. KW - Complex Systems. KW - Systems Theory, Control. KW - Signal, Image and Speech Processing. KW - Electrical Engineering. KW - Statistical Physics and Dynamical Systems. KW - Electric engineering KW - Computational linguistics KW - Electronic systems KW - Information theory KW - Modulation theory KW - Oral communication KW - Speech KW - Telecommunication KW - Singing voice synthesizers KW - Pictorial data processing KW - Picture processing KW - Processing, Image KW - Imaging systems KW - Optical data processing KW - Processing, Signal KW - Information measurement KW - Signal theory (Telecommunication) KW - Systems, Theory of KW - Systems science KW - Science KW - Dynamical systems KW - Kinetics KW - Mathematics KW - Mechanics, Analytic KW - Force and energy KW - Mechanics KW - Physics KW - Statics KW - Mathematical statistics KW - Electron-tube circuits KW - Electric circuits KW - Electron tubes KW - Electronics KW - Philosophy KW - Statistical methods KW - Engineering design - Mathematical models KW - Nonlinear systems - Mathematical models UR - https://www.unicat.be/uniCat?func=search&query=sysid:2684347 AB - 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. ER -