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

by Antonello Bruschi, Stefano Pittalis, Brunello Tirozzi, et al.

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...

• Format: Hardcover
• Language: English
• ISBN: 0817643478
• ISBN13: 9780817643478
• Release Date: November 2005
• Publisher: Birkhauser
• Length: 180 Pages
• Weight: 0.95 lbs.
• Dimensions: 0.6" x 6.3" x 9.5"