9783540679219-3540679219-Self-Organizing Maps

Self-Organizing Maps

ISBN-13: 9783540679219
ISBN-10: 3540679219
Edition: 3rd
Author: Kohonen, Teuvo
Publication date: 2000
Publisher: Springer
Format: Paperback 521 pages
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Book details

ISBN-13: 9783540679219
ISBN-10: 3540679219
Edition: 3rd
Author: Kohonen, Teuvo
Publication date: 2000
Publisher: Springer
Format: Paperback 521 pages

Summary

Acknowledged authors Kohonen, Teuvo wrote Self-Organizing Maps comprising 521 pages back in 2000. Textbook and eTextbook are published under ISBN 3540679219 and 9783540679219. Since then Self-Organizing Maps textbook was available to sell back to BooksRun online for the top buyback price of $ 0.30 or rent at the marketplace.

Description

The Self-Organizing Map (SOM), with its variants, is the most popular artificial neural network algorithm in the unsupervised learning category. About 4000 research articles on it have appeared in the open literature, and many industrial projects use the SOM as a tool for solving hard real world problems. Many fields of science have adopted the SOM as a standard analytical tool: statistics, signal processing, control theory, financial analyses, experimental physics, chemistry and medicine. This new edition includes a survey of over 2000 contemporary studies to cover the newest results. Case examples are provided with detailed formulae, illustrations, and tables. Further, a new chapter on software tools for SOM has been included whilst other chapters have been extended and reorganised.

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