Wavelet neural networks
Alexandridis, Antonios K..
Wavelet neural networks with applications in financial engineering, chaos, and classification/ [electronic resource] : Alexandridis, Antonios K.;Zapranis, Achilleas D.. - WILEY, 2014. - 263 p.
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. Chapter, Lesson, Part 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.
9781118592526 9781118595503
Wavelet neural networks with applications in financial engineering, chaos, and classification/ [electronic resource] : Alexandridis, Antonios K.;Zapranis, Achilleas D.. - WILEY, 2014. - 263 p.
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. Chapter, Lesson, Part 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.
9781118592526 9781118595503
