Książka Self Organizing Maps Josphat Igadwa Mwasiagi

Self Organizing Maps

Applications and Novel Algorithm Design

Język: Angielski
Oprawa: Twarda
Wydawca: In Tech
Dostępność: Dostępna u dostawcy
Wysyłamy za 10-13 dni
639.43
Kohonen Self Organizing Maps (SOM) has found application in practical all fields, especially those w...

Informacje o książce

Język
Angielski
Oprawa
Książka - Twarda
Data wydania
2011
strony
718
EAN
9789533075464
ISBN
9533075465
Enbook ID
24119423
Wydawca
Waga
1329
Wymiary
170 x 244 x 38

Pełny opis

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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