Screen LibraryWavelet neural networks : with applications in financial engineering, chaos, and classification /
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| Main Authors: | |
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| Group Author: | |
| Published: |
John Wiley & Sons, Inc.,
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| Publisher Address: | Hoboken, New Jersey : |
| Publication Dates: | [2014] |
| Literature type: | Book |
| Language: | English |
| Subjects: | |
| Carrier Form: | xiv, 247 pages : illustrations ; 24 cm |
| Bibliography: | Includes bibliographical references and index. |
| ISBN: |
9781118592526 (cloth) : 1118592522 (cloth) |
| Index Number: | QA403 |
| CLC: | TP183 |
| Call Number: | TP183/A382 |
| Contents: | 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. |