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Advances in Self-Organizing Maps

Name: Advances in Self-Organizing Maps
Brand: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
SKU: 01662744
Price: 181.29 EUR
Availability: InStock
Author: Pablo A. Estévez
ISBN: 9783642352294

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

Pablo A. Estévez

José C. Principe

Pablo Zegers

Language

English

Book Paperback

Libristo code: 01662744

Publishers Springer-Verlag Berlin and Heidelberg GmbH & Co. KG, December 2012

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

Libristo code: 01662744

444 b

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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.