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Wavelet neural networks : with applications in financial engineering, chaos, and classification /
Through extensive examples and case studies, Wavelet Neural Networks provides a step-by-step introduction to modeling, training, and forecasting using wavelet networks. The acclaimed authors present a statistical model identification framework to successfully apply wavelet networks in various applic...
| Clasificación: | Libro Electrónico |
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| Autor principal: | |
| Otros Autores: | |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Hoboken, New Jersey :
John Wiley & Sons, Inc.,
[2014]
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| Temas: | |
| Acceso en línea: | Texto completo Texto completo |
| Sumario: | Through extensive examples and case studies, Wavelet Neural Networks provides a step-by-step introduction to modeling, training, and forecasting using wavelet networks. The acclaimed authors present a statistical model identification framework to successfully apply wavelet networks in various applications, specifically, providing the mathematical and statistical framework needed for model selection, variable selection, wavelet network construction, initialization, training, forecasting and prediction, confidence intervals, prediction intervals, and model adequacy testing. |
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| Descripción Física: | 1 online resource (xiv, 247 pages) |
| Bibliografía: | Includes bibliographical references and index. |
| ISBN: | 9781118596296 1118596293 9781118595503 1118595505 9781118596272 1118596277 9781306685009 1306685001 |