Wavelet Neural Networks

By: Antonios K. Alexandridis and Achilleas D. Zapranis

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Synopsis: 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. The text is ideal for MBA students as well as researchers and practitioners. Various methodologies are separated into the appropriate procedural stages to facilitate understanding.

Book Quality:: Publisher Quality
ISBN-13:: 9781118596296
Related ISBNs:: 9781118592526
Publisher:: Wiley
Date of Addition:: 06/16/14
Copyrighted By:: Wiley
Adult content:: No
Language:: English
Has Image Descriptions:: No
Categories:: Nonfiction, Computers and Internet, Business and Finance, Mathematics and Statistics
Submitted By:: N/A
Usage Restrictions:: This is a copyrighted book.