Publication
Probabilistic fuzzy clustering algorithm for fuzzy rules decomposition
| dc.contributor.author | Salgado, Paulo | |
| dc.contributor.author | Igrejas, Getúlio | |
| dc.date.accessioned | 2010-11-09T16:57:01Z | |
| dc.date.available | 2010-11-09T16:57:01Z | |
| dc.date.issued | 2007 | |
| dc.description.abstract | The Fuzzy C-Means (FCM) clustering algorithm is the best known and the most used method for fuzzy clustering and is generally applied to well defined sets of data. In this work a generalized Probabilistic Fuzzy C-Means (PFCM) algorithm is proposed and applied to fuzzy sets clustering. The methodology presented leads to a fuzzy partition of the fuzzy rules, one for each cluster, which corresponds to a new set of fuzzy sub-systems. When applied to the clustering of a flat fuzzy system the result is a set of decomposed sub-systems that will be conveniently linked into a Parallel Collaborative Structure. | por |
| dc.description.sponsorship | This work was supported by Fundação para a Ciência e Tecnologia (FCT) under grant POSI/SRI/41975/2001 and CITAB (UTAD). | |
| dc.identifier.citation | Salgado, Paulo; Igrejas, Getúlio (2007). Probabilistic fuzzy clustering algorithm for fuzzy rules decomposition. In RECPAD - 13º Conferência Portuguesa de Reconhecimento de Padrões. Lisboa | por |
| dc.identifier.uri | http://hdl.handle.net/10198/2774 | |
| dc.language.iso | eng | por |
| dc.subject | Fuzzy clustering | por |
| dc.title | Probabilistic fuzzy clustering algorithm for fuzzy rules decomposition | por |
| dc.type | conference paper | |
| dspace.entity.type | Publication | |
| oaire.awardURI | info:eu-repo/grantAgreement/FCT/Orçamento de Funcionamento%2FPOSC/POSI%2FSRI%2F41975%2F2001/PT | |
| oaire.citation.conferencePlace | Lisboa | por |
| oaire.citation.title | RECPAD - 13º Conferência Portuguesa de Reconhecimento de Padrões. | por |
| oaire.fundingStream | Orçamento de Funcionamento/POSC | |
| person.familyName | Igrejas | |
| person.givenName | Getúlio | |
| person.identifier.orcid | 0000-0002-6820-8858 | |
| person.identifier.rid | M-8571-2013 | |
| person.identifier.scopus-author-id | 47761255900 | |
| project.funder.identifier | http://doi.org/10.13039/501100001871 | |
| project.funder.name | Fundação para a Ciência e a Tecnologia | |
| rcaap.rights | openAccess | por |
| rcaap.type | conferenceObject | por |
| relation.isAuthorOfPublication | ab4092ec-d1b1-4fe0-b65a-efba1310fd5a | |
| relation.isAuthorOfPublication.latestForDiscovery | ab4092ec-d1b1-4fe0-b65a-efba1310fd5a | |
| relation.isProjectOfPublication | 154760fe-aeaf-4771-88e0-55ec65fc7d00 | |
| relation.isProjectOfPublication.latestForDiscovery | 154760fe-aeaf-4771-88e0-55ec65fc7d00 |
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