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Advances in Self-Organizing Maps

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

Format

Paperback / softback

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Advances in Self-Organizing Maps
$718.00
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Description

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.
Release date NZ
December 14th, 2012
Contributors
Edited by Jose C. Principe Edited by Pablo A. Estevez Edited by Pablo Zegers
Country of Publication
Germany
Edition
2013 ed.
Illustrations
133 Illustrations, black and white; XIV, 364 p. 133 illus.
Imprint
Springer-Verlag Berlin and Heidelberg GmbH & Co. K
Pages
364
Dimensions
155x235x23
ISBN-13
9783642352294
Product ID
20981326

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