Articoli correlati a Wavelets in prediction: Theory, Method, Simulation
This book presents elements of wavelet theory. Wavelets' properties and their application to the prediction have been presented in synthetic and comprehensible way. One-dimensional and two-dimensional Haar wavelet and Daubechies wavelet have been described. Algorithm of Daubechies wavelet construction and wavelet transform with application to the non-complicated numerical example have been explicated in detail. In addition to a concise and comprehensive theoretical basis about wavelets, the book contains detail description of author's algorithm for time series prediction based on wavelet analysis and artificial neural networks. Author's algorithm has been described theoretically and mathematically, together with simulation in Matlab computer program. The book is intended for students, graduate students, researchers and all persons interested in issues of wavelets and their applications.
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L'autore:
Ph.D. Eng. Monika Hadaś-Dyduch is an employee at the University of Economics in Katowice, Poland. Her current position is Assistant Professor.She is a graduate Faculty of Mathematics and Physics at the Silesian University of Technology in Gliwice, Poland. Her interests oscillate around artificial neural networks, prediction and capital investment.
Le informazioni nella sezione "Su questo libro" possono far riferimento a edizioni diverse di questo titolo.
- EditoreScholars' Press
- Data di pubblicazione2015
- ISBN 10 3639768442
- ISBN 13 9783639768442
- RilegaturaCopertina flessibile
- Numero di pagine144
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Wavelets in prediction
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Descrizione libro Taschenbuch. Condizione: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -This book presents elements of wavelet theory. Wavelets' properties and their application to the prediction have been presented in synthetic and comprehensible way. One-dimensional and two-dimensional Haar wavelet and Daubechies wavelet have been described. Algorithm of Daubechies wavelet construction and wavelet transform with application to the non-complicated numerical example have been explicated in detail. In addition to a concise and comprehensive theoretical basis about wavelets, the book contains detail description of author's algorithm for time series prediction based on wavelet analysis and artificial neural networks. Author's algorithm has been described theoretically and mathematically, together with simulation in Matlab computer program. The book is intended for students, graduate students, researchers and all persons interested in issues of wavelets and their applications. 144 pp. Englisch. Codice articolo 9783639768442
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Wavelets in prediction: Theory, Method, Simulation
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Wavelets in prediction : Theory, Method, Simulation
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Descrizione libro Taschenbuch. Condizione: Neu. nach der Bestellung gedruckt Neuware - Printed after ordering - This book presents elements of wavelet theory. Wavelets' properties and their application to the prediction have been presented in synthetic and comprehensible way. One-dimensional and two-dimensional Haar wavelet and Daubechies wavelet have been described. Algorithm of Daubechies wavelet construction and wavelet transform with application to the non-complicated numerical example have been explicated in detail. In addition to a concise and comprehensive theoretical basis about wavelets, the book contains detail description of author's algorithm for time series prediction based on wavelet analysis and artificial neural networks. Author's algorithm has been described theoretically and mathematically, together with simulation in Matlab computer program. The book is intended for students, graduate students, researchers and all persons interested in issues of wavelets and their applications. Codice articolo 9783639768442
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Descrizione libro Condizione: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Autor/Autorin: Hadas-Dyduch MonikaPh.D. Eng. Monika Hadas-Dyduch is an employee at the University of Economics in Katowice, Poland. Her current position is Assistant Professor.She is a graduate Faculty of Mathematics and Physics at the Silesian Uni. Codice articolo 151401376
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