Advances in Self-Organizing Maps - 9th International Workshop, WSOM 2012 Santiago, Chile, December 12-14, 2012 Proceedings (Paperback, 2013 ed.)

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.

General

Imprint:	Springer-Verlag
Country of origin:	Germany
Series:	Advances in Intelligent Systems and Computing, 198
Release date:	December 2012
First published:	2013
Editors:	Pablo A. Estevez • Jose C. Principe • Pablo Zegers
Dimensions:	235 x 155 x 23mm (L x W x T)
Format:	Paperback
Pages:	364
Edition:	2013 ed.
ISBN-13:	978-3-642-35229-4
Categories:	Books > Earth & environment > Geography > Cartography, geodesy & geographic information systems (GIS) > Geographical information systems (GIS) Books > Earth & environment > Geography > Cartography, geodesy & geographic information systems (GIS) > Remote sensing Books > Computing & IT > Applications of computing > Artificial intelligence > General Promotions
LSN:	3-642-35229-4
Barcode:	9783642352294

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