Utilize este identificador para referenciar este registo:
http://hdl.handle.net/10071/10584
Registo completo
Campo DC | Valor | Idioma |
---|---|---|
dc.contributor.author | Suleman, A. | - |
dc.date.accessioned | 2016-01-07T18:22:50Z | - |
dc.date.available | 2016-01-07T18:22:50Z | - |
dc.date.issued | 2015 | - |
dc.identifier.issn | 0167-8655 | - |
dc.identifier.uri | http://hdl.handle.net/10071/10584 | - |
dc.description.abstract | We begin by showing that the modified partition coefficient (MPC) is an average Euclidean distance between membership degrees and the centre of the fuzzy c-partition. Subsequently, we construct alternative MPCs using several other measures of dissimilarity and examine how differently they perform when compared with the original proposal. Empirical evidence shows that the MPC based on a Chernoff's measure of divergence is more robust to the initial conditions of the fuzzy c-means algorithm. | eng |
dc.language.iso | eng | - |
dc.publisher | Elsevier Science BV | - |
dc.relation | info:eu-repo/grantAgreement/FCT/5876/147442/PT | - |
dc.rights | embargoedAccess | por |
dc.subject | Fuzzy clustering | eng |
dc.subject | Fuzzy partition | eng |
dc.subject | Partition coefficient | eng |
dc.subject | Divergence measures | eng |
dc.title | A new perspective of modified partition coefficient | eng |
dc.type | article | - |
dc.pagination | 1 - 6 | - |
dc.publicationstatus | Publicado | por |
dc.peerreviewed | yes | - |
dc.journal | Pattern Recognition Letters | - |
dc.distribution | Internacional | por |
dc.volume | 56 | - |
degois.publication.firstPage | 1 | - |
degois.publication.lastPage | 6 | - |
degois.publication.title | A new perspective of modified partition coefficient | eng |
dc.date.updated | 2019-05-10T09:35:33Z | - |
dc.description.version | info:eu-repo/semantics/publishedVersion | - |
dc.identifier.doi | 10.1016/j.patrec.2015.01.008 | - |
dc.subject.fos | Domínio/Área Científica::Ciências Naturais::Ciências da Computação e da Informação | por |
iscte.identifier.ciencia | https://ciencia.iscte-iul.pt/id/ci-pub-25994 | - |
iscte.alternateIdentifiers.wos | WOS:000351016700001 | - |
iscte.alternateIdentifiers.scopus | 2-s2.0-84923175331 | - |
Aparece nas coleções: | DINÂMIA'CET-RI - Artigos em revistas internacionais com arbitragem científica |
Ficheiros deste registo:
Ficheiro | Descrição | Tamanho | Formato | |
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A new perspective of modified partition coefficient.pdf Restricted Access | Versão Editora | 592,33 kB | Adobe PDF | Ver/Abrir Request a copy |
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