Advances in Self-Organizing Maps

Advances in Self-Organizing Maps
Author :
Publisher : Springer Science & Business Media
Total Pages : 380
Release :
ISBN-10 : 9783642215650
ISBN-13 : 3642215653
Rating : 4/5 (50 Downloads)

Book Synopsis Advances in Self-Organizing Maps by : Jorma Laaksonen

Download or read book Advances in Self-Organizing Maps written by Jorma Laaksonen and published by Springer Science & Business Media. This book was released on 2011-06-03 with total page 380 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 8th International Workshop on Self-Organizing Maps, WSOM 2011, held in Espoo, Finland, in June 2011. The 36 revised full papers presented were carefully reviewed and selected from numerous submissions. The papers are organized in topical sections on plenaries; financial and societal applications; theory and methodology; applications of data mining and analysis; language processing and document analysis; and visualization and image processing.


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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 unsupervi