Wavelets in prediction: Theory, Method, Simulation

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9783639768442: 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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About the Author:

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.

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Book Description Book Condition: New. Publisher/Verlag: Scholar's Press | 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. | Format: Paperback | Language/Sprache: english | 210 gr | 220x150x7 mm | 144 pp. Bookseller Inventory # K9783639768442

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Book Description SPS Sep 2015, 2015. Taschenbuch. Book Condition: Neu. 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. Bookseller Inventory # 9783639768442

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Book Description SPS Sep 2015, 2015. Taschenbuch. Book Condition: Neu. 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. Bookseller Inventory # 9783639768442

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Book Description Scholars Press, United States, 2015. Paperback. Book Condition: New. Language: English . Brand New Book ***** Print on Demand *****.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. Bookseller Inventory # AAV9783639768442

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Book Description SPS Sep 2015, 2015. Taschenbuch. Book Condition: Neu. This item is printed on demand - Print on Demand 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. Bookseller Inventory # 9783639768442

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