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

• Main Authors: Siong-Fong, Sim, Sági-Kiss, Virág
• 格式: E-Article
• 语言: English
• 出版: Elsevier B.V. 2011
• 主题: GE Environmental Sciences
• 在线阅读: http://ir.unimas.my/id/eprint/15789/1/Multiple%20Self%20Organising%20Maps%20%28mSOMs%29%20for%20simultaneous%20classification%20%28abstract%29.pdf; http://ir.unimas.my/id/eprint/15789/; http://www.sciencedirect.com/science/article/pii/S0169743911001572

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...