Kaolin quality determination through an algorithm based on non-parametric fuzzy logic
In this article we describe a new fuzzy supervised classification method that is a modification of the fuzzy pattern-matching multidensity classifier. The latter has been demonstrated to be one of the most effective classifiers for non-convex classes. Implementing a non- parametric density estimator...
- Autores:
-
Ordóñez, Celestino
Saavedra, Angeles
Araújo, María
Giráldez, Eduardo
- Tipo de recurso:
- Article of journal
- Fecha de publicación:
- 2012
- Institución:
- Universidad Nacional de Colombia
- Repositorio:
- Universidad Nacional de Colombia
- Idioma:
- spa
- OAI Identifier:
- oai:repositorio.unal.edu.co:unal/40595
- Acceso en línea:
- https://repositorio.unal.edu.co/handle/unal/40595
http://bdigital.unal.edu.co/30692/
- Palabra clave:
- classification
fuzzy set
non-parametric fuzzy logic
kaolin quality
- Rights
- openAccess
- License
- Atribución-NoComercial 4.0 Internacional
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Atribución-NoComercial 4.0 InternacionalDerechos reservados - Universidad Nacional de Colombiahttp://creativecommons.org/licenses/by-nc/4.0/info:eu-repo/semantics/openAccesshttp://purl.org/coar/access_right/c_abf2Ordóñez, Celestino326a9490-85ae-4280-b24e-1a5a47a34c76300Saavedra, Angelesd03a04fb-1a9b-4de1-a792-c40541023f98300Araújo, María9e147efc-5cab-4197-a36c-4e12bed1efee300Giráldez, Eduardo35d91ea4-f185-4cce-b03a-110442dea8bc3002019-06-28T09:36:27Z2019-06-28T09:36:27Z2012https://repositorio.unal.edu.co/handle/unal/40595http://bdigital.unal.edu.co/30692/In this article we describe a new fuzzy supervised classification method that is a modification of the fuzzy pattern-matching multidensity classifier. The latter has been demonstrated to be one of the most effective classifiers for non-convex classes. Implementing a non- parametric density estimator in one stage of the parametric method, we developed a fuzzy non-parametric classifier that manages to avoid some of the problems associated with the parametric method. The method was applied to a mineralogy problem consistingof classifying kaolin samples according to different ceramic quality levels. Our results produced error percentages that were lower than those for the parametric method.application/pdfspaUniversidad Nacional de Colombia Sede Medellínhttp://revistas.unal.edu.co/index.php/dyna/article/view/29570Universidad Nacional de Colombia Revistas electrónicas UN DynaDynaDyna; Vol. 79, núm. 171 (2012); 59-64 DYNA; Vol. 79, núm. 171 (2012); 59-64 2346-2183 0012-7353Ordóñez, Celestino and Saavedra, Angeles and Araújo, María and Giráldez, Eduardo (2012) Kaolin quality determination through an algorithm based on non-parametric fuzzy logic. Dyna; Vol. 79, núm. 171 (2012); 59-64 DYNA; Vol. 79, núm. 171 (2012); 59-64 2346-2183 0012-7353 .Kaolin quality determination through an algorithm based on non-parametric fuzzy logicArtículo de revistainfo:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionhttp://purl.org/coar/resource_type/c_6501http://purl.org/coar/resource_type/c_2df8fbb1http://purl.org/coar/version/c_970fb48d4fbd8a85Texthttp://purl.org/redcol/resource_type/ARTclassificationfuzzy setnon-parametric fuzzy logickaolin qualityORIGINAL29570-106201-1-PB.pdfapplication/pdf454849https://repositorio.unal.edu.co/bitstream/unal/40595/1/29570-106201-1-PB.pdf5f720e24fe0b23f56847b779a236eb79MD5129570-158566-1-PB.htmltext/html30981https://repositorio.unal.edu.co/bitstream/unal/40595/2/29570-158566-1-PB.html59ce254c4f61fcb55523a20c9fc7615cMD52THUMBNAIL29570-106201-1-PB.pdf.jpg29570-106201-1-PB.pdf.jpgGenerated Thumbnailimage/jpeg9373https://repositorio.unal.edu.co/bitstream/unal/40595/3/29570-106201-1-PB.pdf.jpg181ee79df199bdde81a4391eba870c2dMD53unal/40595oai:repositorio.unal.edu.co:unal/405952024-01-25 23:06:52.949Repositorio Institucional Universidad Nacional de Colombiarepositorio_nal@unal.edu.co |
dc.title.spa.fl_str_mv |
Kaolin quality determination through an algorithm based on non-parametric fuzzy logic |
title |
Kaolin quality determination through an algorithm based on non-parametric fuzzy logic |
spellingShingle |
Kaolin quality determination through an algorithm based on non-parametric fuzzy logic classification fuzzy set non-parametric fuzzy logic kaolin quality |
title_short |
Kaolin quality determination through an algorithm based on non-parametric fuzzy logic |
title_full |
Kaolin quality determination through an algorithm based on non-parametric fuzzy logic |
title_fullStr |
Kaolin quality determination through an algorithm based on non-parametric fuzzy logic |
title_full_unstemmed |
Kaolin quality determination through an algorithm based on non-parametric fuzzy logic |
title_sort |
Kaolin quality determination through an algorithm based on non-parametric fuzzy logic |
dc.creator.fl_str_mv |
Ordóñez, Celestino Saavedra, Angeles Araújo, María Giráldez, Eduardo |
dc.contributor.author.spa.fl_str_mv |
Ordóñez, Celestino Saavedra, Angeles Araújo, María Giráldez, Eduardo |
dc.subject.proposal.spa.fl_str_mv |
classification fuzzy set non-parametric fuzzy logic kaolin quality |
topic |
classification fuzzy set non-parametric fuzzy logic kaolin quality |
description |
In this article we describe a new fuzzy supervised classification method that is a modification of the fuzzy pattern-matching multidensity classifier. The latter has been demonstrated to be one of the most effective classifiers for non-convex classes. Implementing a non- parametric density estimator in one stage of the parametric method, we developed a fuzzy non-parametric classifier that manages to avoid some of the problems associated with the parametric method. The method was applied to a mineralogy problem consistingof classifying kaolin samples according to different ceramic quality levels. Our results produced error percentages that were lower than those for the parametric method. |
publishDate |
2012 |
dc.date.issued.spa.fl_str_mv |
2012 |
dc.date.accessioned.spa.fl_str_mv |
2019-06-28T09:36:27Z |
dc.date.available.spa.fl_str_mv |
2019-06-28T09:36:27Z |
dc.type.spa.fl_str_mv |
Artículo de revista |
dc.type.coar.fl_str_mv |
http://purl.org/coar/resource_type/c_2df8fbb1 |
dc.type.driver.spa.fl_str_mv |
info:eu-repo/semantics/article |
dc.type.version.spa.fl_str_mv |
info:eu-repo/semantics/publishedVersion |
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http://purl.org/coar/resource_type/c_6501 |
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http://purl.org/coar/version/c_970fb48d4fbd8a85 |
dc.type.content.spa.fl_str_mv |
Text |
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http://purl.org/redcol/resource_type/ART |
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http://purl.org/coar/resource_type/c_6501 |
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publishedVersion |
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https://repositorio.unal.edu.co/handle/unal/40595 |
dc.identifier.eprints.spa.fl_str_mv |
http://bdigital.unal.edu.co/30692/ |
url |
https://repositorio.unal.edu.co/handle/unal/40595 http://bdigital.unal.edu.co/30692/ |
dc.language.iso.spa.fl_str_mv |
spa |
language |
spa |
dc.relation.spa.fl_str_mv |
http://revistas.unal.edu.co/index.php/dyna/article/view/29570 |
dc.relation.ispartof.spa.fl_str_mv |
Universidad Nacional de Colombia Revistas electrónicas UN Dyna Dyna |
dc.relation.ispartofseries.none.fl_str_mv |
Dyna; Vol. 79, núm. 171 (2012); 59-64 DYNA; Vol. 79, núm. 171 (2012); 59-64 2346-2183 0012-7353 |
dc.relation.references.spa.fl_str_mv |
Ordóñez, Celestino and Saavedra, Angeles and Araújo, María and Giráldez, Eduardo (2012) Kaolin quality determination through an algorithm based on non-parametric fuzzy logic. Dyna; Vol. 79, núm. 171 (2012); 59-64 DYNA; Vol. 79, núm. 171 (2012); 59-64 2346-2183 0012-7353 . |
dc.rights.spa.fl_str_mv |
Derechos reservados - Universidad Nacional de Colombia |
dc.rights.coar.fl_str_mv |
http://purl.org/coar/access_right/c_abf2 |
dc.rights.license.spa.fl_str_mv |
Atribución-NoComercial 4.0 Internacional |
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http://creativecommons.org/licenses/by-nc/4.0/ |
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info:eu-repo/semantics/openAccess |
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Atribución-NoComercial 4.0 Internacional Derechos reservados - Universidad Nacional de Colombia http://creativecommons.org/licenses/by-nc/4.0/ http://purl.org/coar/access_right/c_abf2 |
eu_rights_str_mv |
openAccess |
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application/pdf |
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Universidad Nacional de Colombia Sede Medellín |
institution |
Universidad Nacional de Colombia |
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