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Support Vector Machine and Artificial Neural Network Models for the Classification of Grapevine Varieties Using a Portable NIR Spectrophotometer

The identification of different grapevine varieties, currently attended using visual ampelometry, DNA analysis and very recently, by hyperspectral analysis under laboratory conditions, is an issue of great importance in the wine industry. This work presents support vector machine and artificial neur...

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Detalhes bibliográficos
Publicado no:PLoS One
Main Authors: Gutiérrez, Salvador, Tardaguila, Javier, Fernández-Novales, Juan, Diago, María P.
Formato: Artigo
Idioma:Inglês
Publicado em: Public Library of Science 2015
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4658183/
https://ncbi.nlm.nih.gov/pubmed/26600316
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0143197
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