Applications of Self-Organizing 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, 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.

Product details

• Assisted by: Magnu Johnsson (Editor), Magnus Johnsson (Editor)
• Publisher: IntechOpen
• Languages: English
• Product format: Hardback
• Released: 21.11.2012
• EAN: 9789535108627
• ISBN: 978-953-51-0862-7
• No. of pages: 300
• Dimensions: 185 mm x 266 mm x 25 mm
• Weight: 862 g
• Subjects: Guides; Natural sciences, medicine, IT, technology > IT, data processing > Miscellaneous