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Self Organizing Maps

Name: Self Organizing Maps
Brand: In Tech
SKU: 24119423
Price: 154.42 EUR
Availability: InStock
Author: Josphat Igadwa Mwasiagi
ISBN: 9789533075464

Applications and Novel Algorithm Design

Josphat Igadwa Mwasiagi

Language

English

Book Hardback

Libristo code: 24119423

Publishers In Tech, January 2011

Kohonen Self Organizing Maps (SOM) has found application in practical all fields, especially those w... Full description

Libristo code: 24119423

376 b

154.42 €

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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.