Advances in Self-Organizing Maps

Name: Advances in Self-Organizing Maps
SKU: 20981326
Price: 581.00 NZD
Availability: InStock

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

Format:

Paperback / softback

Series:

Advances in Intelligent Systems and Computing

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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

Audiences

Postgraduate, Research & Scholarly
Professional & Vocational

Contributors

Edited by Jose C. Principe
Edited by Pablo A. Estevez
Edited by Pablo Zegers

Illustrations

133 Illustrations, black and white; XIV, 364 p. 133 illus.

Pages

364

Series

Advances in Intelligent Systems and Computing

Dimensions

155x235x23

ISBN-13

9783642352294

Product ID

20981326

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