Multiple Self Organising Maps (mSOMs) for simultaneous classification and prediction: Illustrated by spoilage in apples using volatile organic profiles

Multiple Self Organising Maps (mSOMs) for simultaneous classification and prediction: Illustrated by spoilage in apples using volatile organic profiles

Self Organising Maps (SOMs) have been modified and extended for various applications. This paper employed multiple SOMs (mSOMs) in supervised manner for multitasking involving simultaneous classification and prediction providing more information on a sample. This was demonstrated on the GC–MS datase...

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Bibliographic Details
Main Authors: Siong-Fong, Sim, Sági-Kiss, Virág
Format: Article
Language:English
Published: Elsevier B.V. 2011
Subjects:
GE Environmental Sciences
Online Access:http://ir.unimas.my/id/eprint/15789/
http://ir.unimas.my/id/eprint/15789/1/Multiple%20Self%20Organising%20Maps%20%28mSOMs%29%20for%20simultaneous%20classification%20%28abstract%29.pdf

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