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Título: Self - Organizing Maps | |
| Autor: T. Kohonen | Precio: $1667.50 | |
| Editorial: Springer Science+business Media Inc. | Año: 2001 | |
| Tema: Ciencia, Analisis, Fisica | Edición: 3ª | |
| Sinopsis | ISBN: 9783540679219 | |
| The Self-Organizing Map (SOM), with its variants, is the most popular artificial neural network algorithm in the unsupervised learning category. Many fields of science have adopted the SOM as a standard analytical tool: in statistics,signal processing, control theory, financial analyses, experimental physics, chemistry and medicine. A new area is organization of very large document collections. The SOM is also one of the most realistic models of the biological brain functions.
This new edition includes a survey of over 2000 contemporary studies to cover the newest results; the case examples were provided with detailed formulae, illustrations and tables; a new chapter on software tools for SOM was written, other chapters were extended or reorganize |
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Última actualización: Jul 2019