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Neural Networks and Sea Time Series Brunello Tirozzi

Neural Networks and Sea Time Series By Brunello Tirozzi

Neural Networks and Sea Time Series by Brunello Tirozzi


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 structures, ports, and marine experiments.

Neural Networks and Sea Time Series Summary

Neural Networks and Sea Time Series: Reconstruction and Extreme-Event Analysis by Brunello Tirozzi

Devoted to the application of neural networks to the concrete problem of time series of sea data

Good reference for a diverse audience of grad students, researchers, and practitioners in applied mathematics, data analysis, meteorlogy, hydraulic, civil and marine engineering

Methods, models and alogrithms developed in the work are useful for the construction of sea structures, ports, and marine experiments

Neural Networks and Sea Time Series Reviews

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 Math

Those interested in novel applications of neural networks, or machine learning applications in general, may find this book inspiring. - MathSciNet

Table of Contents

Preface.- Introduction.- Basic Notions on Waves and Tides.- The 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.- Conclusions.- References.- Index

Additional information

NPB9780817643478
9780817643478
0817643478
Neural Networks and Sea Time Series: Reconstruction and Extreme-Event Analysis by Brunello Tirozzi
New
Hardback
Birkhauser Boston Inc
2005-11-21
180
N/A
Book picture is for illustrative purposes only, actual binding, cover or edition may vary.
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Customer Reviews - Neural Networks and Sea Time Series