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dc.contributor.author
Allegrini, Franco  
dc.contributor.author
Fernández Pierna, J. A.  
dc.contributor.author
Fragoso, W. D.  
dc.contributor.author
Olivieri, Alejandro Cesar  
dc.contributor.author
Baeten, V.  
dc.contributor.author
Dardenne, P.  
dc.date.available
2018-07-19T17:35:08Z  
dc.date.issued
2016-08  
dc.identifier.citation
Allegrini, Franco; Fernández Pierna, J. A.; Fragoso, W. D.; Olivieri, Alejandro Cesar; Baeten, V.; et al.; Regression models based on new local strategies for near infrared spectroscopic data; Elsevier Science; Analytica Chimica Acta; 933; 8-2016; 50-58  
dc.identifier.issn
0003-2670  
dc.identifier.uri
http://hdl.handle.net/11336/52648  
dc.description.abstract
In this work, a comparative study of two novel algorithms to perform sample selection in local regression based on Partial Least Squares Regression (PLS) is presented. These methodologies were applied for Near Infrared Spectroscopy (NIRS) quantification of five major constituents in corn seeds and are compared and contrasted with global PLS calibrations. Validation results show a significant improvement in the prediction quality when local models implemented by the proposed algorithms are applied to large data bases.  
dc.format
application/pdf  
dc.language.iso
eng  
dc.publisher
Elsevier Science  
dc.rights
info:eu-repo/semantics/openAccess  
dc.rights.uri
https://creativecommons.org/licenses/by-nc-sa/2.5/ar/  
dc.subject
Local Regression Models  
dc.subject
Near Infrared Spectroscopy  
dc.subject
Partial Least Squares Regression  
dc.subject.classification
Otras Ciencias Químicas  
dc.subject.classification
Ciencias Químicas  
dc.subject.classification
CIENCIAS NATURALES Y EXACTAS  
dc.title
Regression models based on new local strategies for near infrared spectroscopic data  
dc.type
info:eu-repo/semantics/article  
dc.type
info:ar-repo/semantics/artículo  
dc.type
info:eu-repo/semantics/publishedVersion  
dc.date.updated
2018-07-18T20:43:51Z  
dc.journal.volume
933  
dc.journal.pagination
50-58  
dc.journal.pais
Países Bajos  
dc.journal.ciudad
Amsterdam  
dc.description.fil
Fil: Allegrini, Franco. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Rosario. Instituto de Química Rosario. Universidad Nacional de Rosario. Facultad de Ciencias Bioquímicas y Farmacéuticas. Instituto de Química Rosario; Argentina  
dc.description.fil
Fil: Fernández Pierna, J. A.. Walloon Agricultural Research Centre; Bélgica  
dc.description.fil
Fil: Fragoso, W. D.. Universidade Federal da Paraíba; Brasil  
dc.description.fil
Fil: Olivieri, Alejandro Cesar. Consejo Nacional de Investigaciones Científicas y Técnicas. Centro Científico Tecnológico Conicet - Rosario. Instituto de Química Rosario. Universidad Nacional de Rosario. Facultad de Ciencias Bioquímicas y Farmacéuticas. Instituto de Química Rosario; Argentina  
dc.description.fil
Fil: Baeten, V.. Walloon Agricultural Research Centre; Bélgica  
dc.description.fil
Fil: Dardenne, P.. Walloon Agricultural Research Centre; Bélgica  
dc.journal.title
Analytica Chimica Acta  
dc.relation.alternativeid
info:eu-repo/semantics/altIdentifier/doi/https://dx.doi.org/10.1016/j.aca.2016.07.006  
dc.relation.alternativeid
info:eu-repo/semantics/altIdentifier/url/https://www.sciencedirect.com/science/article/pii/S0003267016308273  

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