Study of Self-Organizing Maps

Jeremy Rogerson

ISBN 10: 1632404737 / ISBN 13: 9781632404732

Editore: ML Books International - IPS, 2015

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nach der Bestellung gedruckt Neuware - Printed after ordering - This book presents analysis and applications of self-organizing maps in various domains. The self-organizing map, first explained by Finnish scientist Teuvo Kohonen, can be used for a broad spectrum of fields and this book explains how the original self-organizing map along with its variants and extensions can be applied in diverse fields. These applications comprise of the examination of financial stability, the fault diagnosis of plants, the generation of well-composed heterogeneous teams and the application of the self-organizing map to atmospheric sciences.

Codice articolo 9781632404732

Dati bibliografici

• Titolo: Study of Self-Organizing Maps
• Editore: ML Books International - IPS
• Data di pubblicazione: 2015
• Lingua: Inglese
• ISBN 10: 1632404737
• ISBN 13: 9781632404732
• Rilegatura: Buch
• Condizione: Neu
• Dimensioni: 235 L x 157 A x 21 P (millimetri) 235 millimetri di larghezza per 157 millimetri di altezza per 21 millimetri di profondità
• Peso: 585 grammi

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Riassunto

This book presents analysis and applications of self-organizing maps in various domains. The self-organizing map, first explained by Finnish scientist Teuvo Kohonen, can be used for a broad spectrum of fields and this book explains how the original self-organizing map along with its variants and extensions can be applied in diverse fields. These applications comprise of the examination of financial stability, the fault diagnosis of plants, the generation of well-composed heterogeneous teams and the application of the self-organizing map to atmospheric sciences.