Self Organizing Maps

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175,00 

Applications and Novel Algorithm Design

ISBN: 9533075465
ISBN 13: 9789533075464
Herausgeber: Josphat Igadwa Mwasiagi
Verlag: IntechOpen
Umfang: 716 S., 212 farbige Illustr.
Erscheinungsdatum: 21.01.2011
Auflage: 1/2011
Format: 5.3 x 26.6 x 18.5
Gewicht: 1743 g
Produktform: Gebunden/Hardback
Einband: Gebunden
Artikelnummer: 7800372 Kategorie:

Beschreibung

Kohonen Self Organizing Maps (SOM) has found application in practical all fields, especially those which tend to handle high dimensional data. SOM can be used for the clustering of genes in the medical field, the study of multi-media and web based contents and in the transportation industry, just to name a few. Apart from the aforementioned areas this book also covers the study of complex data found in meteorological and remotely sensed images acquired using satellite sensing. Data management and envelopment analysis has also been covered. The application of SOM in mechanical and manufacturing engineering forms another important area of this book. The final section of this book, addresses the design and application of novel variants of SOM algorithms.

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