Wavelet neural networks : with applications in financial engineering, chaos, and classification
by
Alexandridis, Antonis K., author.
Title
:
Wavelet neural networks : with applications in financial engineering, chaos, and classification
Author
:
Alexandridis, Antonis K., author.
ISBN
:
9781118596272
9781118595503
9781118592526
9781306685009
Physical Description
:
1 online resource (xiv, 247 pages) : illustrations
Abstract
:
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.
Subject Term
:
Wavelets (Mathematics)
Neural networks (Computer science)
Financial engineering.
Genre
:
Electronic books.
Added Author
:
Zapranis, Achilleas, 1965-
Electronic Access
:
Library | Material Type | Item Barcode | Shelf Number | [[missing key: search.ChildField.HOLDING]] | Status |
---|
Online Library | E-Book | 341611-1001 | ONLINE(341611.1) | | Elektronik Kütüphane |