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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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autores principales: Tirozzi, Brunello (Autor), Puca, Silvia (Autor), Pittalis, Stefano (Autor), Bruschi, Antonello (Autor), Morucci, Sara (Autor), Ferraro, Enrico (Autor), Corsini, Stefano (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Boston, MA : Birkhäuser Boston : Imprint: Birkhäuser, 2006.
Edición:1st ed. 2006.
Colección:Modeling and Simulation in Science, Engineering and Technology,
Temas:
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.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • 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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