Kniha Self Organizing Maps Josphat Igadwa Mwasiagi

Self Organizing Maps

Applications and Novel Algorithm Design

Jazyk: Angličtina
Väzba: Pevná
Vydavateľ: In Tech
Dostupnosť: Skladom u dodávateľa
Odosielame za 10-13 dní
150.84
Kohonen Self Organizing Maps (SOM) has found application in practical all fields, especially those w...

Informácie o knihe

Jazyk
Angličtina
Väzba
Kniha - Pevná
Vydalo
2011
Stránok
718
EAN
9789533075464
ISBN
9533075465
Enbook ID
24119423
Vydavateľ
Hmotnosť
1329
Rozmery
170 x 244 x 38

Kompletný popis

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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