Aplicação de técnicas multivariadas e inteligência artificial na análise de espectros de infravermelho para determinação de matéria orgânica em amostras de solos

Aplicação de técnicas multivariadas e inteligência artificial na análise de espectros de infravermelho para determinação de matéria orgânica em amostras de solos

In this paper studies based on Multilayer Perception Artificial Neural Network and Least Square Support Vector Machine (LS-SVM) techniques are applied to determine of the concentration of Soil Organic Matter (SOM). Performances of the techniques are compared. SOM concentrations and spectral data fro...

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Bibliographic Details
Main Authors:	Diego M. Souza, Beata E. Madari, Freddy F. Guimarães
Format:	Article
Language:	English
Published:	Sociedade Brasileira de Química 2012-01-01
Series:	Química Nova
Subjects:	artificial neural network LS-SVM soil organic matter
Online Access:	http://www.scielo.br/scielo.php?script=sci_arttext&pid=S0100-40422012000900007&lng=en&tlng=en

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