Neural Networks and Sea Time Series Reconstruction and Extreme-Event Analysis /

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...

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Bibliographic Details
Call Number:Libro Electrónico
Main Authors: Tirozzi, Brunello (Author), Puca, Silvia (Author), Pittalis, Stefano (Author), Bruschi, Antonello (Author), Morucci, Sara (Author), Ferraro, Enrico (Author), Corsini, Stefano (Author)
Corporate Author: SpringerLink (Online service)
Format: Electronic eBook
Language:Inglés
Published: Boston, MA : Birkhäuser Boston : Imprint: Birkhäuser, 2006.
Edition:1st ed. 2006.
Series:Modeling and Simulation in Science, Engineering and Technology,
Subjects:
Engineering geology.
Probabilities.
Statistics .
Fluid mechanics.
System theory.
Mathematical models.
Geoengineering.
Probability Theory.
Statistical Theory and Methods.
Engineering Fluid Dynamics.
Complex Systems.
Mathematical Modeling and Industrial Mathematics.
Online Access:Texto Completo
Table of Contents:
  • 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.

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