Visual Explorations in Finance with Self-Organizing Maps

Self-organizing maps (SOM) have proven to be of significant economic value in the areas of finance, economic and marketing applications. As a result, this area is rapidly becoming a non-academic technology. This book looks at near state-of-the-art SOM applications in the above areas, and is a multi-authored volume, edited by Guido Deboeck, a leading exponent in the use of computational methods in financial and economic forecasting, and by the originator of SOM, Teuvo Kohonen. The book contains chapters on applications of unsupervised neural networks using Kohonen's self-organizing map approach.

Dettagli sul prodotto

• Con la collaborazione di: Teuvo Kohonen (Editore), Guido Deboeck (Editore), Guid Deboeck (Editore), Kohonen (Editore), Kohonen (Editore)
• Editore: Springer, Berlin
• Contenuto: Libro
• Forma del prodotto: Tascabile
• Data pubblicazione: 26.10.2010
• Categoria: Scienze sociali, diritto, economia > Economia > Tematiche generali, enciclopedie; Scienze naturali, medicina, informatica, tecnica > Matematica > Altro
• EAN: 9781849969994
• ISBN: 978-1-84996-999-4
• Numero di pagine: 258
• Illustrazioni: XLV, 258 p. 135 illus., 13 illus. in color.
• Dimensioni (della confezione): 15.5 x 1.7 x 23.5 cm
• Peso (della confezione): 482 g
• Serie: Springer Finance; Springer Finance
• Categorie: Investment, Atom- und Molekularphysik, Finance, Angewandte Mathematik, Patterns, Funds, Networks, quantitativefinance, FinancialMarkets