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Signal processing --- Wavelets (Mathematics) --- Time-series analysis --- Frequency spectra
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This book presents the state of integration of wavelet theory and multiresolution analysis into soft computing. It is the first book on hybrid methods combining wavelet analysis with fuzzy logic, neural networks or genetic algorithms. Much attention is given to new approaches (fuzzy-wavelet) that permit one to develop, using wavelet techniques, linguistically interpretable fuzzy systems from data. The book also introduces the reader to wavelet-based genetic algorithms and multiresolution search. A special place is given to methods that have been implemented in real world applications, particul
Soft computing. --- Wavelets (Mathematics) --- Wavelet analysis --- Harmonic analysis --- Cognitive computing --- Electronic data processing --- Computational intelligence
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Operator theory --- Ruelle operators --- Wavelets (Mathematics) --- Wavelet analysis --- Harmonic analysis --- Araki transfer operators, Ruelle --- -Frobenius transfer operators, Ruelle --- -Ruelle-Araki transfer operators --- Ruelle-Frobenius transfer operators --- Transfer operators --- Ruelle operators. --- Ruelle, Opérateurs de. --- Ondelettes.
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Wavelet methods have become a widely spread tool in signal and image process ing tasks. This book deals with statistical applications, especially wavelet based smoothing. The methods described in this text are examples of non-linear and non parametric curve fitting. The book aims to contribute to the field both among statis ticians and in the application oriented world (including but not limited to signals and images). Although it also contains extensive analyses of some existing methods, it has no intention whatsoever to be a complete overview of the field: the text would show too much bias towards my own algorithms. I rather present new material and own insights in the questions involved with wavelet based noise reduction. On the other hand, the presented material does cover a whole range of methodologies, and in that sense, the book may serve as an introduction into the domain of wavelet smoothing. Throughout the text, three main properties show up ever again: sparsity, locality and multiresolution. Nearly all wavelet based methods exploit at least one of these properties in some or the other way. These notes present research results of the Belgian Programme on Interuniver sity Poles of Attraction, initiated by the Belgian State, Prime Minister's Office for Science, Technology and Culture. The scientific responsibility rests with me. My research was financed by a grant (1995 - 1999) from the Flemish Institute for the Promotion of Scientific and Technological Research in the Industry (IWT).
Stochastic processes --- Numerical approximation theory --- Electronics --- Signal processing --- Electronic noise --- Wavelets (Mathematics) --- Active noise and vibration control. --- Traitement du signal --- Bruit électronique --- Ondelettes --- Contrôle actif du bruit et des vibrations --- Digital techniques --- Statistical methods. --- Automatic control. --- Techniques numériques --- Méthodes statistiques --- Commande automatique --- Statistical methods --- Automatic control --- 681.3*I43 --- -Signal processing --- -Wavelets (Mathematics) --- Wavelet analysis --- Harmonic analysis --- Processing, Signal --- Information measurement --- Signal theory (Telecommunication) --- Noise, Electronic --- Electric noise --- Enhancement: filering; geometric correction; grayscale manipulation; registration; sharpening and deblurring; smoothing (Image processing) --- -Statistical methods --- Basic Sciences. Statistics --- Statistics (General) --- Active noise and vibration control --- Electrical & Computer Engineering --- Engineering & Applied Sciences --- Telecommunications --- Wavelets (Mathematics). --- Statistics (General). --- 681.3*I43 Enhancement: filering; geometric correction; grayscale manipulation; registration; sharpening and deblurring; smoothing (Image processing) --- Bruit électronique --- Contrôle actif du bruit et des vibrations --- Techniques numériques --- Méthodes statistiques --- Active noise and vibration cancellation --- Active noise control --- Active vibration control --- ANVC (Active noise and vibration control) --- Electro-acoustics --- Acoustic impedance --- Digital techniques&delete& --- Applied mathematics. --- Engineering mathematics. --- Vibration. --- Dynamical systems. --- Dynamics. --- Statistics . --- Mathematical and Computational Engineering. --- Vibration, Dynamical Systems, Control. --- Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences. --- Statistical analysis --- Statistical data --- Statistical science --- Mathematics --- Econometrics --- Dynamical systems --- Kinetics --- Mechanics, Analytic --- Force and energy --- Mechanics --- Physics --- Statics --- Cycles --- Sound --- Engineering --- Engineering analysis --- Mathematical analysis --- Information, Théorie de l' --- Signal processing - Digital techniques - Statistical methods --- Electronic noise - Automatic control --- Theorie du signal
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Wavelets (Mathematics) --- Operations Research --- Civil & Environmental Engineering --- Engineering & Applied Sciences --- Computer science. --- Coding theory. --- Multimedia information systems. --- Image processing. --- Application software. --- Mathematical analysis. --- Analysis (Mathematics). --- Computer Science. --- Coding and Information Theory. --- Analysis. --- Computer Applications. --- Multimedia Information Systems. --- Information Systems Applications (incl. Internet). --- Image Processing and Computer Vision. --- Global analysis (Mathematics). --- Multimedia systems. --- Computer vision. --- Machine vision --- Vision, Computer --- Artificial intelligence --- Image processing --- Pattern recognition systems --- Computer-based multimedia information systems --- Multimedia computing --- Multimedia information systems --- Multimedia knowledge systems --- Information storage and retrieval systems --- Informatics --- Science --- Analysis, Global (Mathematics) --- Differential topology --- Functions of complex variables --- Geometry, Algebraic --- Data compression (Telecommunication) --- Digital electronics --- Information theory --- Machine theory --- Signal theory (Telecommunication) --- Computer programming --- Information theory. --- Optical data processing. --- 517.1 Mathematical analysis --- Mathematical analysis --- Communication theory --- Communication --- Cybernetics --- Optical computing --- Visual data processing --- Bionics --- Electronic data processing --- Integrated optics --- Photonics --- Computers --- Application computer programs --- Application computer software --- Applications software --- Apps (Computer software) --- Computer software --- Optical equipment
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