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Neural networks and sea time series : reconstruction and extreme-event analysis

Author: Brunello Tirozzi
Publisher: Boston : Birkhäuser, ©2006.
Series: Modeling and simulation in science, engineering & technology.
Edition/Format:   Print book : EnglishView all editions and formats
Summary:

Devoted to the application of neural networks to the concrete problem of time series of sea data, this title presents methods, models and alogrithms that are useful for the construction of sea  Read more...

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Material Type: Internet resource
Document Type: Book, Internet Resource
All Authors / Contributors: Brunello Tirozzi
ISBN: 9780817643478 0817643478
OCLC Number: 61169842
Description: x, 179 pages : illustrations ; 25 cm.
Contents: Basic notion on waves and tides --
Wave amplitude model --
Artificial neural networks --
Approximation theory --
Extreme-value theory --
Application of ANN to sea time series --
Application of approximation theory and ARIMA models --
Extreme-event analysis --
Generalization to other phenomena.
Series Title: Modeling and simulation in science, engineering & technology.
Responsibility: Brunello Tirozzi [and others].
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I strongly encourage both researchers engaged in work on neural networks, data analysis, etc., as well as practitioners to study this very valuable book... --Zentralblatt MathThose interested in Read more...

 
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