Two sides of the same coin: kernel partial least-squares (KPLS) for linear and non-linear multivariate calibration. A tutorial

Autores
Allegrini, Franco; Olivieri, Alejandro César
Año de publicación
2023
Idioma
inglés
Tipo de recurso
artículo
Estado
versión publicada
Descripción
Fil: Fil: Allegrini, Franco. Universidad Nacional de Rosario, Instituto de Química Rosario. Facultad de Ciencias Bioquímicas y Farmacéuticas. Departamento de Química Analítica; Argentina.
Fil: Fil: Olivieri, Alejandro César. Universidad Nacional de Rosario, Instituto de Química Rosario. Facultad de Ciencias Bioquímicas y Farmacéuticas. Departamento de Química Analítica; Argentina.
Materia
Kernel partial least-squares
Multivariate calibration
Near infrared spectra
Fluorescence data
Detection of non-linearity
Nivel de accesibilidad
acceso abierto
Condiciones de uso
Attribution-NonCommercial-NoDerivatives 4.0 International (CC BY-NC-ND 4.0)
Repositorio
RepHipUNR (UNR)
Institución
Universidad Nacional de Rosario
OAI Identificador
oai:rephip.unr.edu.ar:2133/26186

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network_name_str RepHipUNR (UNR)
spelling Two sides of the same coin: kernel partial least-squares (KPLS) for linear and non-linear multivariate calibration. A tutorialAllegrini, FrancoOlivieri, Alejandro CésarKernel partial least-squaresMultivariate calibrationNear infrared spectraFluorescence dataDetection of non-linearityFil: Fil: Allegrini, Franco. Universidad Nacional de Rosario, Instituto de Química Rosario. Facultad de Ciencias Bioquímicas y Farmacéuticas. Departamento de Química Analítica; Argentina.Fil: Fil: Olivieri, Alejandro César. Universidad Nacional de Rosario, Instituto de Química Rosario. Facultad de Ciencias Bioquímicas y Farmacéuticas. Departamento de Química Analítica; Argentina.Elsevier B.V.2023-08info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionhttp://purl.org/coar/resource_type/c_6501info:ar-repo/semantics/articuloapplication/pdfhttp://hdl.handle.net/2133/26186urn:issn: 2666-8319enghttps://doi.org/10.1016/j.talo.2023.100235https://www.sciencedirect.com/science/article/pii/S2666831923000553?via%3Dihubinfo:eu-repo/semantics/openAccessAttribution-NonCommercial-NoDerivatives 4.0 International (CC BY-NC-ND 4.0)https://creativecommons.org/licenses/by-nc-nd/4.0/Licencia RepHipreponame:RepHipUNR (UNR)instname:Universidad Nacional de Rosario2025-09-04T09:44:20Zoai:rephip.unr.edu.ar:2133/26186instacron:UNRInstitucionalhttps://rephip.unr.edu.ar/Universidad públicaNo correspondehttps://rephip.unr.edu.ar/oai/requestrephip@unr.edu.arArgentinaNo correspondeNo correspondeNo correspondeopendoar:15502025-09-04 09:44:20.598RepHipUNR (UNR) - Universidad Nacional de Rosariofalse
dc.title.none.fl_str_mv Two sides of the same coin: kernel partial least-squares (KPLS) for linear and non-linear multivariate calibration. A tutorial
title Two sides of the same coin: kernel partial least-squares (KPLS) for linear and non-linear multivariate calibration. A tutorial
spellingShingle Two sides of the same coin: kernel partial least-squares (KPLS) for linear and non-linear multivariate calibration. A tutorial
Allegrini, Franco
Kernel partial least-squares
Multivariate calibration
Near infrared spectra
Fluorescence data
Detection of non-linearity
title_short Two sides of the same coin: kernel partial least-squares (KPLS) for linear and non-linear multivariate calibration. A tutorial
title_full Two sides of the same coin: kernel partial least-squares (KPLS) for linear and non-linear multivariate calibration. A tutorial
title_fullStr Two sides of the same coin: kernel partial least-squares (KPLS) for linear and non-linear multivariate calibration. A tutorial
title_full_unstemmed Two sides of the same coin: kernel partial least-squares (KPLS) for linear and non-linear multivariate calibration. A tutorial
title_sort Two sides of the same coin: kernel partial least-squares (KPLS) for linear and non-linear multivariate calibration. A tutorial
dc.creator.none.fl_str_mv Allegrini, Franco
Olivieri, Alejandro César
author Allegrini, Franco
author_facet Allegrini, Franco
Olivieri, Alejandro César
author_role author
author2 Olivieri, Alejandro César
author2_role author
dc.subject.none.fl_str_mv Kernel partial least-squares
Multivariate calibration
Near infrared spectra
Fluorescence data
Detection of non-linearity
topic Kernel partial least-squares
Multivariate calibration
Near infrared spectra
Fluorescence data
Detection of non-linearity
dc.description.none.fl_txt_mv Fil: Fil: Allegrini, Franco. Universidad Nacional de Rosario, Instituto de Química Rosario. Facultad de Ciencias Bioquímicas y Farmacéuticas. Departamento de Química Analítica; Argentina.
Fil: Fil: Olivieri, Alejandro César. Universidad Nacional de Rosario, Instituto de Química Rosario. Facultad de Ciencias Bioquímicas y Farmacéuticas. Departamento de Química Analítica; Argentina.
description Fil: Fil: Allegrini, Franco. Universidad Nacional de Rosario, Instituto de Química Rosario. Facultad de Ciencias Bioquímicas y Farmacéuticas. Departamento de Química Analítica; Argentina.
publishDate 2023
dc.date.none.fl_str_mv 2023-08
dc.type.none.fl_str_mv info:eu-repo/semantics/article


info:eu-repo/semantics/publishedVersion
http://purl.org/coar/resource_type/c_6501
info:ar-repo/semantics/articulo
format article
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dc.identifier.none.fl_str_mv http://hdl.handle.net/2133/26186
urn:issn: 2666-8319
url http://hdl.handle.net/2133/26186
identifier_str_mv urn:issn: 2666-8319
dc.language.none.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv https://doi.org/10.1016/j.talo.2023.100235
https://www.sciencedirect.com/science/article/pii/S2666831923000553?via%3Dihub
dc.rights.none.fl_str_mv info:eu-repo/semantics/openAccess
Attribution-NonCommercial-NoDerivatives 4.0 International (CC BY-NC-ND 4.0)
https://creativecommons.org/licenses/by-nc-nd/4.0/
Licencia RepHip
eu_rights_str_mv openAccess
rights_invalid_str_mv Attribution-NonCommercial-NoDerivatives 4.0 International (CC BY-NC-ND 4.0)
https://creativecommons.org/licenses/by-nc-nd/4.0/
Licencia RepHip
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Elsevier B.V.
publisher.none.fl_str_mv Elsevier B.V.
dc.source.none.fl_str_mv reponame:RepHipUNR (UNR)
instname:Universidad Nacional de Rosario
reponame_str RepHipUNR (UNR)
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repository.name.fl_str_mv RepHipUNR (UNR) - Universidad Nacional de Rosario
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