Towards a kernelbased model for artificial immune networks

This paper presents an adaptation to the strategy of kernel methods of a wellkn own artificial immune network. This adaptation brings to artificial immune systems, for the first time, some of the advantages of kernel methods, such as the ability to deal with non-vector data and the mapping to high-d...

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Autores:
Galeano Hurtas, Juan Carlos
González Osorio, Fabio Augusto
Tipo de recurso:
Article of journal
Fecha de publicación:
2008
Institución:
Universidad Nacional de Colombia
Repositorio:
Universidad Nacional de Colombia
Idioma:
spa
OAI Identifier:
oai:repositorio.unal.edu.co:unal/24332
Acceso en línea:
https://repositorio.unal.edu.co/handle/unal/24332
http://bdigital.unal.edu.co/15369/
Palabra clave:
Intelligent systems
similarity-based clustering
artificial immune Networks
kernel methods.
Rights
openAccess
License
Atribución-NoComercial 4.0 Internacional
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oai_identifier_str oai:repositorio.unal.edu.co:unal/24332
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network_name_str Universidad Nacional de Colombia
repository_id_str
spelling 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_abf2Galeano Hurtas, Juan Carlos513d02e2-b05d-4afb-964d-cf38bbc721cd300González Osorio, Fabio Augustocb310629-a242-42c5-8301-883fbab8e3ab3002019-06-25T22:36:00Z2019-06-25T22:36:00Z2008https://repositorio.unal.edu.co/handle/unal/24332http://bdigital.unal.edu.co/15369/This paper presents an adaptation to the strategy of kernel methods of a wellkn own artificial immune network. This adaptation brings to artificial immune systems, for the first time, some of the advantages of kernel methods, such as the ability to deal with non-vector data and the mapping to high-dimensional spaces through the kernel trick. Preliminar y experiments were carried out in order to get some insights of the behavior of the proposed model.application/pdfspaUniversidad Nacional de Colombia -Sede Medellínhttp://revistas.unal.edu.co/index.php/avances/article/view/9974Universidad Nacional de Colombia Revistas electrónicas UN Avances en Sistemas e InformáticaAvances en Sistemas e InformáticaAvances en Sistemas e Informática; Vol. 5, núm. 1 (2008) Avances en Sistemas e Informática; Vol. 5, núm. 1 (2008) 1909-0056 1657-7663Galeano Hurtas, Juan Carlos and González Osorio, Fabio Augusto (2008) Towards a kernelbased model for artificial immune networks. Avances en Sistemas e Informática; Vol. 5, núm. 1 (2008) Avances en Sistemas e Informática; Vol. 5, núm. 1 (2008) 1909-0056 1657-7663 .Towards a kernelbased model for artificial immune networksArtículo 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/ARTIntelligent systemssimilarity-based clusteringartificial immune Networkskernel methods.ORIGINAL9974-18049-1-PB.pdfapplication/pdf872768https://repositorio.unal.edu.co/bitstream/unal/24332/1/9974-18049-1-PB.pdfa017323efbcdd061a23ada440ca76b62MD51THUMBNAIL9974-18049-1-PB.pdf.jpg9974-18049-1-PB.pdf.jpgGenerated Thumbnailimage/jpeg9997https://repositorio.unal.edu.co/bitstream/unal/24332/2/9974-18049-1-PB.pdf.jpg9eefc6f00a5e2c877e9edb2460303ccfMD52unal/24332oai:repositorio.unal.edu.co:unal/243322022-10-24 23:02:19.698Repositorio Institucional Universidad Nacional de Colombiarepositorio_nal@unal.edu.co
dc.title.spa.fl_str_mv Towards a kernelbased model for artificial immune networks
title Towards a kernelbased model for artificial immune networks
spellingShingle Towards a kernelbased model for artificial immune networks
Intelligent systems
similarity-based clustering
artificial immune Networks
kernel methods.
title_short Towards a kernelbased model for artificial immune networks
title_full Towards a kernelbased model for artificial immune networks
title_fullStr Towards a kernelbased model for artificial immune networks
title_full_unstemmed Towards a kernelbased model for artificial immune networks
title_sort Towards a kernelbased model for artificial immune networks
dc.creator.fl_str_mv Galeano Hurtas, Juan Carlos
González Osorio, Fabio Augusto
dc.contributor.author.spa.fl_str_mv Galeano Hurtas, Juan Carlos
González Osorio, Fabio Augusto
dc.subject.proposal.spa.fl_str_mv Intelligent systems
similarity-based clustering
artificial immune Networks
kernel methods.
topic Intelligent systems
similarity-based clustering
artificial immune Networks
kernel methods.
description This paper presents an adaptation to the strategy of kernel methods of a wellkn own artificial immune network. This adaptation brings to artificial immune systems, for the first time, some of the advantages of kernel methods, such as the ability to deal with non-vector data and the mapping to high-dimensional spaces through the kernel trick. Preliminar y experiments were carried out in order to get some insights of the behavior of the proposed model.
publishDate 2008
dc.date.issued.spa.fl_str_mv 2008
dc.date.accessioned.spa.fl_str_mv 2019-06-25T22:36:00Z
dc.date.available.spa.fl_str_mv 2019-06-25T22:36:00Z
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
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dc.type.content.spa.fl_str_mv Text
dc.type.redcol.spa.fl_str_mv http://purl.org/redcol/resource_type/ART
format http://purl.org/coar/resource_type/c_6501
status_str publishedVersion
dc.identifier.uri.none.fl_str_mv https://repositorio.unal.edu.co/handle/unal/24332
dc.identifier.eprints.spa.fl_str_mv http://bdigital.unal.edu.co/15369/
url https://repositorio.unal.edu.co/handle/unal/24332
http://bdigital.unal.edu.co/15369/
dc.language.iso.spa.fl_str_mv spa
language spa
dc.relation.spa.fl_str_mv http://revistas.unal.edu.co/index.php/avances/article/view/9974
dc.relation.ispartof.spa.fl_str_mv Universidad Nacional de Colombia Revistas electrónicas UN Avances en Sistemas e Informática
Avances en Sistemas e Informática
dc.relation.ispartofseries.none.fl_str_mv Avances en Sistemas e Informática; Vol. 5, núm. 1 (2008) Avances en Sistemas e Informática; Vol. 5, núm. 1 (2008) 1909-0056 1657-7663
dc.relation.references.spa.fl_str_mv Galeano Hurtas, Juan Carlos and González Osorio, Fabio Augusto (2008) Towards a kernelbased model for artificial immune networks. Avances en Sistemas e Informática; Vol. 5, núm. 1 (2008) Avances en Sistemas e Informática; Vol. 5, núm. 1 (2008) 1909-0056 1657-7663 .
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
dc.rights.uri.spa.fl_str_mv http://creativecommons.org/licenses/by-nc/4.0/
dc.rights.accessrights.spa.fl_str_mv info:eu-repo/semantics/openAccess
rights_invalid_str_mv 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
dc.format.mimetype.spa.fl_str_mv application/pdf
dc.publisher.spa.fl_str_mv Universidad Nacional de Colombia -Sede Medellín
institution Universidad Nacional de Colombia
bitstream.url.fl_str_mv https://repositorio.unal.edu.co/bitstream/unal/24332/1/9974-18049-1-PB.pdf
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repository.name.fl_str_mv Repositorio Institucional Universidad Nacional de Colombia
repository.mail.fl_str_mv repositorio_nal@unal.edu.co
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