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Applications of Self-Organizing Maps

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. The self-organizing map, first described by the Finnish scientist Teuvo Kohonen, can by applied to a wide range of fields.

Từ khóa: Hierarchical SOM, application of self organizing maps, self-organizing map, ứng dụng tin học, khoa học máy tính, công nghệ thông tin

298 p 2109002509 06/12/2012 352 1

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