Descripción de contraportada
The Self-Organizing Map (SOM), with its variants, is the most popular artificial neural network algorithm in the unsupervised learning category. About 4000 research articles on it have appeared in the open literature, and many industrial projects use the SOM as a tool for solving hard real-world problems. 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. The SOM solves difficult high-dimensional and nonlinear problems such as feature extraction and classification of images and acoustic patterns, adaptive control of robots, and equalization, demodulation, and error-tolerant transmission of signals in telecommunications. A new area is organization of very large document collections. Last but not least, it may be mentioned that the SOM is one of the most realistic models of the biological brain function. This new edition includes a survey of over 2000 contemporary studies to cover the newest results; 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 reorganized.
Detalles
- Título Self-Organizing Maps
- Autor Teuvo Kohonen
- Encuadernación Tapa blanda
- Edición 3rd
- Páginas 502
- Volúmenes 1
- Idioma ENG
- Editorial Springer
- Fecha de publicación 2000-11-16
- Ilustrado Sí
- Features Glossary, Illustrated
- ISBN 9783540679219 / 3540679219
- Peso 1.62 libras (0.73 kg)
- Dimensiones 9.21 x 6.14 x 1.07 pulgadas (23.39 x 15.60 x 2.72 cm)
- Número de catálogo de la Librería del Congreso de EEUU 00052663
- Dewey Decimal Code 006.32
Más ejemplares
Self-Organizing Maps
de Kohonen, Teuvo
- Usado
- Estado
- Used - Very Good
- ISBN 10 / ISBN 13
- 9783540679219 / 3540679219
- Cantidad disponible
- 1
- Librería
-
Dunfermline, Fife, United Kingdom
- Precio
-
EUR 59.38EUR 9.35 enviando a USA
Mostrar detalles
Self-Organizing Maps
de Teuvo Kohonen (ed.)
- Usado
- very good
- Estado
- Usado - Very good
- ISBN 10 / ISBN 13
- 9783540679219 / 3540679219
- Cantidad disponible
- 1
- Librería
-
Berkeley, California, United States
- Precio
-
EUR 93.49EUR 5.14 enviando a USA
Mostrar detalles
Springer Series in Information Sciences 30: Self-Organizing Maps
de Teuvo Kohonen
- Usado
- near fine
- Tapa blanda
- Estado
- Usado - Near Fine
- Edición
- Third Edition
- Encuadernación
- Paperback
- ISBN 10 / ISBN 13
- 9783540679219 / 3540679219
- Cantidad disponible
- 1
- Librería
-
Longmont, Colorado, United States
- Precio
-
EUR 93.49EUR 5.61 enviando a USA
Mostrar detalles
Self-Organizing Maps
de Kohonen, Teuvo
- Nuevo
- Tapa blanda
- Estado
- New
- Encuadernación
- Paperback
- ISBN 10 / ISBN 13
- 9783540679219 / 3540679219
- Cantidad disponible
- 1
- Librería
-
San Diego, California, United States
- Precio
-
EUR 133.33EUR 5.10 enviando a USA
Mostrar detalles
Self-Organizing Maps
de Teuvo Kohonen
- Nuevo
- Estado
- New
- ISBN 10 / ISBN 13
- 9783540679219 / 3540679219
- Cantidad disponible
- 222
- Librería
-
Uxbridge, Greater London, United Kingdom
- Precio
-
EUR 234.68EUR 9.43 enviando a USA
Mostrar detalles
Self-Organizing Maps
de Kohonen, Teuvo
- Nuevo
- Tapa blanda
- Estado
- New
- Encuadernación
- Paperback
- ISBN 10 / ISBN 13
- 9783540679219 / 3540679219
- Cantidad disponible
- 5
- Librería
-
campbelltown, Florida, United States
- Precio
-
EUR 304.78EUR 14.02 enviando a USA