Artículos de revistas
Multivariate Curve Resolution With Alternating Least Squares: Description, Operation And Application [resolução Multivariada De Curvas Com Mínimos Quadrados Alternantes: Descrição, Funcionamento E Aplicações]
Registro en:
Quimica Nova. Sociedade Brasileira De Quimica, v. 37, n. 9, p. 1525 - 1532, 2014.
1004042
10.5935/0100-4042.20140205
2-s2.0-84911080424
Autor
Marco P.H.
Valderrama P.
Alexandrino G.L.
Poppi R.J.
Tauler R.
Institución
Resumen
Multivariate Curve Resolution with Alternating Least Squares (MCR-ALS) is a resolution method that has been efficiently applied in many different fields, such as process analysis, environmental data and, more recently, hyperspectral image analysis. When applied to second order data (or to three-way data) arrays, recovery of the underlying basis vectors in both measurement orders (i.e. signal and concentration orders) from the data matrix can be achieved without ambiguities if the trilinear model constraint is considered during the ALS optimization. This work summarizes different protocols of MCR-ALS application, presenting a case study: near-infrared image spectroscopy. 37 9 1525 1532 Scarminio, I.S., Ishikawa, D.N., Barreto, W.J., Paczkowski, E.L., Arruda, I.C., (1998) Quim. Nova, 21, p. 590 Malik, A., Tauler, R., (2013) Anal. Chim. Acta, 794, p. 20 De Juan, A., Tauler, R., (2006) Crit. Rev. Anal. Chem., 36, p. 163 Tauler, R., (1995) Chemom. Intell. Lab. 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