Neural Networks and Sea Time Series: Reconstruction and Extreme-Event Analysis (Modeling and Simulation in Science, Engineering and Technology)

Brunello Tirozzi, Silvia Puca, Stefano Pittalis, Antonello Bruschi, Sara Morucci, Enrico Ferraro, Stefano Corsini

ISBN 10: 0817643478 / ISBN 13: 9780817643478

Edité par Birkhäuser Boston, 2005

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N° de réf. du vendeur mon0003229041

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Titre : Neural Networks and Sea Time Series: ...

Éditeur : Birkhäuser Boston

Date d'édition : 2005

Reliure : Hardcover

Etat : Very Good

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Synopsis :

Increasingly, neural networks are used and implemented in a wide range of fields and have become useful tools in probabilistic analysis and prediction theory. This book--unique in the literature--studies the application of neural networks to the analysis of time series of sea data, namely significant wave heights and sea levels. The particular problem examined as a starting point is the reconstruction of missing data, a general problem that appears in many cases of data analysis.

This careful blend of theory and applications is an excellent introduction to the use of artificial neural networks, which may encourage readers to try analogous approaches in other important application areas. Researchers, practitioners, and advanced graduate students in neural networks, hydraulic and marine engineering, prediction theory, and data analysis will benefit from the results and novel ideas presented in this useful resource.