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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 |
|---|---|
| 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 (Requiere registro previo con correo institucional) |
MARC
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| 100 | 1 | |a Alexandridis, Antonis K. | |
| 245 | 1 | 0 | |a Wavelet neural networks : |b with applications in financial engineering, chaos, and classification / |c Antonis K. Alexandridis, School of Mathematics, Statistics and Actuarial Science, University of Kent, Canterbury, UK, Achilleas D. Zapranis, Department of Accounting and Finance, University of Macedonia, Thessaloniki, Greece. |
| 264 | 1 | |a Hoboken, New Jersey : |b John Wiley & Sons, Inc., |c [2014] | |
| 264 | 4 | |c ©2014 | |
| 300 | |a 1 online resource (xiv, 247 pages) | ||
| 336 | |a text |b txt |2 rdacontent | ||
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| 504 | |a Includes bibliographical references and index. | ||
| 505 | 0 | |a Machine learning and financial engineering -- Neural networks -- Wavelet neural networks -- Model selection : selecting the architecture of the network -- Variable selection : determining the explanatory variables -- Model adequacy testing : determining the networks future performance -- Modeling the uncertainty: from point estimates to prediction intervals -- Modeling financial temperature derivatives -- Modeling financial wind derivatives -- Predicting chaotic time series -- Classification of breast cancer cases. | |
| 588 | 0 | |a Print version record and CIP data provided by publisher. | |
| 520 | |a 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. | ||
| 590 | |a O'Reilly |b O'Reilly Online Learning: Academic/Public Library Edition | ||
| 650 | 0 | |a Wavelets (Mathematics) | |
| 650 | 0 | |a Neural networks (Computer science) | |
| 650 | 0 | |a Financial engineering. | |
| 650 | 2 | |a Neural Networks, Computer | |
| 650 | 6 | |a Ondelettes. | |
| 650 | 6 | |a Réseaux neuronaux (Informatique) | |
| 650 | 6 | |a Ingénierie financière. | |
| 650 | 7 | |a COMPUTERS |x General. |2 bisacsh | |
| 650 | 7 | |a Financial engineering. |2 fast |0 (OCoLC)fst00924623 | |
| 650 | 7 | |a Neural networks (Computer science) |2 fast |0 (OCoLC)fst01036260 | |
| 650 | 7 | |a Wavelets (Mathematics) |2 fast |0 (OCoLC)fst01172896 | |
| 700 | 1 | |a Zapranis, Achilleas, |d 1965- | |
| 776 | 0 | 8 | |i Print version: |a Alexandridis, Antonis K. |t Wavelet neural networks. |d Hoboken, New Jersey : John Wiley & Sons, Inc., [2014] |z 9781118592526 |w (DLC) 2013047838 |
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