Multivariate Curve Resolution With Alternating Least Squares: Description, Operation And Application [resolução Multivariada De Curvas Com Mínimos Quadrados Alternantes: Descrição, Funcionamento E Aplicações]

dc.creatorMarco P.H.
dc.creatorValderrama P.
dc.creatorAlexandrino G.L.
dc.creatorPoppi R.J.
dc.creatorTauler R.
dc.date2014
dc.date2015-06-25T18:01:28Z
dc.date2015-11-26T15:03:14Z
dc.date2015-06-25T18:01:28Z
dc.date2015-11-26T15:03:14Z
dc.date.accessioned2018-03-28T22:14:07Z
dc.date.available2018-03-28T22:14:07Z
dc.identifier
dc.identifierQuimica Nova. Sociedade Brasileira De Quimica, v. 37, n. 9, p. 1525 - 1532, 2014.
dc.identifier1004042
dc.identifier10.5935/0100-4042.20140205
dc.identifierhttp://www.scopus.com/inward/record.url?eid=2-s2.0-84911080424&partnerID=40&md5=1a40848825b602cd404a68708d25b66f
dc.identifierhttp://www.repositorio.unicamp.br/handle/REPOSIP/87586
dc.identifierhttp://repositorio.unicamp.br/jspui/handle/REPOSIP/87586
dc.identifier2-s2.0-84911080424
dc.identifier.urihttp://repositorioslatinoamericanos.uchile.cl/handle/2250/1256568
dc.descriptionMultivariate 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.
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dc.languagept
dc.publisherSociedade Brasileira de Quimica
dc.relationQuimica Nova
dc.rightsaberto
dc.sourceScopus
dc.titleMultivariate Curve Resolution With Alternating Least Squares: Description, Operation And Application [resolução Multivariada De Curvas Com Mínimos Quadrados Alternantes: Descrição, Funcionamento E Aplicações]
dc.typeArtículos de revistas


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