Kniha Self Organizing Maps Josphat Igadwa Mwasiagi

Self Organizing Maps

Applications and Novel Algorithm Design

Jazyk: Angličtina
Vazba: Pevná
Vydavatel: In Tech
Dostupnost: Skladem u dodavatele
Odesíláme za 10-13 dnů
3 436
Kohonen Self Organizing Maps (SOM) has found application in practical all fields, especially those w...

Informace o knize

Jazyk
Angličtina
Vazba
Kniha - Pevná
Vydáno
2011
Stránek
718
EAN
9789533075464
ISBN
9533075465
Enbook ID
24119423
Vydavatel
Hmotnost
1329
Rozměry
170 x 244 x 38

Kompletní 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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