Combination of the Manifold Dimensionality Reduction Methods with Least Squares Support vector machines for Classifying the Species of Sorghum Seeds

This study was carried out for rapid and noninvasive determination of the class of sorghum species by using the manifold dimensionality reduction (MDR) method and the nonlinear regression method of least squares support vector machines (LS-SVM) combing with the mid-infrared spectroscopy (MIRS) techn...

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Detalles Bibliográficos
Autores principales: Chen, Y. M., Lin, P., He, J. Q., He, Y., Li, X.L.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group 2016
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4730150/
https://www.ncbi.nlm.nih.gov/pubmed/26817580
http://dx.doi.org/10.1038/srep19917

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4730150/
https://www.ncbi.nlm.nih.gov/pubmed/26817580
http://dx.doi.org/10.1038/srep19917

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