Wavelet neural networks [electronic resource] : with applications in financial engineering, chaos, and classification/ Alexandridis, Antonios K.;Zapranis, Achilleas D..
Call Number: Ebook Material type:
TextLanguage: English Publication details: WILEY, 2014.Description: 263 pISBN: - 9781118592526
- 9781118595503
Chapter, Lesson, Part 1. Machine learning and financial engineering.
Chapter, Lesson, Part 2. Neural networks.
Chapter, Lesson, Part 3. Wavelet neural networks.
Chapter, Lesson, Part 4. Model selection: selecting the architecture of the network.
Chapter, Lesson, Part 5. Variable selection: determining the explanatory variables.
Chapter, Lesson, Part 6. Model adequacy: determining a networks future performance.
Chapter, Lesson, Part 7. Modeling uncertainty: from point estimates to prediction intervals.
Chapter, Lesson, Part 8. Modeling financial temperature derivatives.
Chapter, Lesson, Part 9. Modeling financial wind derivatives.
Chapter, Lesson, Part 10. Predicting chaotic time series.
Chapter, Lesson, Part 11. Classification of breast cancer cases.
Cover, Title,Wavelet neural networks: with applications in financial engineering, chaos, and classification--Preface, Introduction, TOC,Dedication--Preface, Introduction, TOC,Contents--Preface, Introduction, TOC,Preface--References, Appendix, Index,Index.
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