tailieunhanh - APPLICATIONS OF SELFORGANIZING MAPS

The self-organizing map, first described by the Finnish scientist Teuvo Kohonen, can by applied to a wide range of fields. This book is about such applications, . how the original self-organizing map as well as variants and extensions of it can be applied in different fields. In fourteen chapters, a wide range of such applications is discussed. To name a few, these applications include the analysis of financial stability, the fault diagnosis of plants, the creation of well-composed heterogeneous teams and the application of the self-organizing map to the atmospheric sciences. | APPLICATIONS OF SELFORGANIZING MAPS Edited by Magnus Johnsson Applications of Self-Organizing Maps http 3464 Edited by Magnus Johnsson Contributors Wattanapong Kurdthongmee Dimitris Kontogiorgos Hector Benitez-Perez Hiroshi Dozono Flavius Gorgonio Huliane Silva Cicero Silva Ji Zhang Jennifer Francis Natasa Skific Ryotaro Kamimura Lydwine Gross Arnaud Quesney Suzanne Angeli Marina Resta Yuan-Chao Liu Masaki Ishii Fernando Bacao Victor Lobo Roberto Henriques João Carlos Soares de Mello Eliane Gomes Lidia Angulo Meza Sérgio De Zen Thiago Bernardino De Carvalho Urbano Gomes Abreu Luiz Biondi Neto Published by InTech Janeza Trdine 9 51000 Rijeka Croatia Copyright 2012 InTech All chapters are Open Access distributed under the Creative Commons Attribution license which allows users to download copy and build upon published articles even for commercial purposes as long as the author and publisher are properly credited which ensures maximum dissemination and a wider impact of our publications. After this work has been published by InTech authors have the right to republish it in whole or part in any publication of which they are the author and to make other personal use of the work. Any republication referencing or personal use of the work must explicitly identify the original source. Notice Statements and opinions expressed in the chapters are these of the individual contributors and not necessarily those of the editors or publisher. No responsibility is accepted for the accuracy of information contained in the published chapters. The publisher assumes no responsibility for any damage or injury to persons or property arising out of the use of any materials instructions methods or ideas contained in the book. Publishing Process Manager Iva Lipovic Technical Editor InTech DTP team Cover InTech Design team First published November 2012 Printed in Croatia A free online edition of this book is available at Additional hard copies can be