Clustering of Symbolic Data based on Affinity Coefficient: Application to a Real Data Set

Detalhes bibliográficos
Autor(a) principal: Sousa, Áurea
Data de Publicação: 2013
Outros Autores: Bacelar-Nicolau, Helena, Nicolau, Fernando C., Silva, Osvaldo
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10400.3/2660
Resumo: Copyright © 2013 Walter de Gruyter GmbH.
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spelling Clustering of Symbolic Data based on Affinity Coefficient: Application to a Real Data SetAscendant Hierarchical Cluster AnalysisSymbolic DataInterval DataAffinity CoefficientVL MethodologyCopyright © 2013 Walter de Gruyter GmbH.In this paper, we illustrate an application of Ascendant Hierarchical Cluster Analysis (AHCA) to complex data taken from the literature (interval data), based on the standardized weighted generalized affinity coefficient, by the method of Wald and Wolfowitz. The probabilistic aggregation criteria used belong to a parametric family of methods under the probabilistic approach of AHCA, named VL methodology. Finally, we compare the results achieved using our approach with those obtained by other authors.Walter de GruyterRepositório da Universidade dos AçoresSousa, ÁureaBacelar-Nicolau, HelenaNicolau, Fernando C.Silva, Osvaldo2014-02-03T10:17:09Z2013-062013-06-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/10400.3/2660engSousa, Áurea; Bacelar-Nicolau, Helena; Nicolau, Fernando C.; Silva, Osvaldo (2013). "Clustering of Symbolic Data based on Affinity Coefficient: Application to a Real Data Set". Biometrical Letters, 50(1), 27-38, ISSN (Print) 1896-3811, DOI: 10.2478/bile-2013-0015.1896-3811 (Print)info:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2022-12-20T14:30:31ZPortal AgregadorONG
dc.title.none.fl_str_mv Clustering of Symbolic Data based on Affinity Coefficient: Application to a Real Data Set
title Clustering of Symbolic Data based on Affinity Coefficient: Application to a Real Data Set
spellingShingle Clustering of Symbolic Data based on Affinity Coefficient: Application to a Real Data Set
Sousa, Áurea
Ascendant Hierarchical Cluster Analysis
Symbolic Data
Interval Data
Affinity Coefficient
VL Methodology
title_short Clustering of Symbolic Data based on Affinity Coefficient: Application to a Real Data Set
title_full Clustering of Symbolic Data based on Affinity Coefficient: Application to a Real Data Set
title_fullStr Clustering of Symbolic Data based on Affinity Coefficient: Application to a Real Data Set
title_full_unstemmed Clustering of Symbolic Data based on Affinity Coefficient: Application to a Real Data Set
title_sort Clustering of Symbolic Data based on Affinity Coefficient: Application to a Real Data Set
author Sousa, Áurea
author_facet Sousa, Áurea
Bacelar-Nicolau, Helena
Nicolau, Fernando C.
Silva, Osvaldo
author_role author
author2 Bacelar-Nicolau, Helena
Nicolau, Fernando C.
Silva, Osvaldo
author2_role author
author
author
dc.contributor.none.fl_str_mv Repositório da Universidade dos Açores
dc.contributor.author.fl_str_mv Sousa, Áurea
Bacelar-Nicolau, Helena
Nicolau, Fernando C.
Silva, Osvaldo
dc.subject.por.fl_str_mv Ascendant Hierarchical Cluster Analysis
Symbolic Data
Interval Data
Affinity Coefficient
VL Methodology
topic Ascendant Hierarchical Cluster Analysis
Symbolic Data
Interval Data
Affinity Coefficient
VL Methodology
description Copyright © 2013 Walter de Gruyter GmbH.
publishDate 2013
dc.date.none.fl_str_mv 2013-06
2013-06-01T00:00:00Z
2014-02-03T10:17:09Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://hdl.handle.net/10400.3/2660
url http://hdl.handle.net/10400.3/2660
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Sousa, Áurea; Bacelar-Nicolau, Helena; Nicolau, Fernando C.; Silva, Osvaldo (2013). "Clustering of Symbolic Data based on Affinity Coefficient: Application to a Real Data Set". Biometrical Letters, 50(1), 27-38, ISSN (Print) 1896-3811, DOI: 10.2478/bile-2013-0015.
1896-3811 (Print)
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Walter de Gruyter
publisher.none.fl_str_mv Walter de Gruyter
dc.source.none.fl_str_mv reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
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instname_str Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron_str RCAAP
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collection Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
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repository.mail.fl_str_mv
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