Neural Networks and Sea Time Series: Reconstruction and Extreme-Event Analysis
Brunello Tirozzi · Digital Access to Libraries (Université catholique de Louvain (UCL), l'Université de Namur (UNamur) and the Université Saint-Louis (USL-B)) · 2005
Preface.- Introduction.- 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.- References.- Index