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612-822-4611
Neural Networks and Sea Time Series: Reconstruction and Extreme-Event Analysis

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

Hardcover

Series: Modeling and Simulation in Science, Engineering and Technolo

General MathematicsProbability & Statistics

ISBN10: 0817643478
ISBN13: 9780817643478
Publisher: Birkhauser
Published: Nov 21 2005
Pages: 180
Weight: 0.95
Height: 0.57 Width: 6.32 Depth: 9.50
Language: English

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.

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General Mathematics