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Естественные наукиApplications of Self-Organizing Maps

Applications of Self-Organizing Maps
Название: Applications of Self-Organizing Maps
Автор: Magnus Johnsson
Издательство: InTech
Год: 2012
Страниц: 298
Формат: PDF
Размер: 29 Mb
Язык: Английский

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, i.e. 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.

 



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