Advances in Self-Organizing Maps

Name: Advances in Self-Organizing Maps
Brand: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
SKU: 9783642352294
Price: 210.31 EUR
Availability: InStock

9th International Workshop, WSOM 2012 Santiago, Chile, December 12-14, 2012 Proceedings

Автор: Pablo A. Estévez, José C. Principe, Pablo Zegers

Език:

Корици: С меки корици

Издател: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG

Наличност: Външен склад

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Self-organizing maps (SOMs) were developed by Teuvo Kohonen in the early eighties. Since then more t...

Информация за книгата

Автор

Pablo A. Estévez, José C. Principe, Pablo Zegers

Език

Английски език

Корици

Книга - С меки корици

Издадена

2012

страници

364

EAN

9783642352294

ISBN

3642352294

Enbook ID

01662744

Издател

Springer-Verlag Berlin and Heidelberg GmbH & Co. KG

Теглоt

581

Размери

155 x 235 x 21

Пълно описание

Self-organizing maps (SOMs) were developed by Teuvo Kohonen in the early eighties. Since then more than 10,000 works have been based on SOMs. SOMs are unsupervised neural networks useful for clustering and visualization purposes. Many SOM applications have been developed in engineering and science, and other fields.§This book contains refereed papers presented at the 9th Workshop on Self-Organizing Maps (WSOM 2012) held at the Universidad de Chile, Santiago, Chile, on December 12-14, 2012. The workshop brought together researchers and practitioners in the field of self-organizing systems. Among the book chapters there are excellent examples of the use of SOMs in agriculture, computer science, data visualization, health systems, economics, engineering, social sciences, text and image analysis, and time series analysis. Other chapters present the latest theoretical work on SOMs as well as Learning Vector Quantization (LVQ) methods.

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Advances in Self-Organizing Maps

9th International Workshop, WSOM 2012 Santiago, Chile, December 12-14, 2012 Proceedings

Информация за книгата

Пълно описание

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Клиенти, които купиха тази книга, купиха също