Publication
Probabilistic clustering algorithms for fuzzy rules decomposition
| dc.contributor.author | Salgado, Paulo | |
| dc.contributor.author | Igrejas, Getúlio | |
| dc.date.accessioned | 2010-11-09T15:51:46Z | |
| dc.date.available | 2010-11-09T15:51:46Z | |
| dc.date.issued | 2007 | |
| dc.description.abstract | The fuzzy c-means (FCM) clustering algorithm is the best known and used method in fuzzy clustering and is generally applied to well defined set of data. In this paper a generalized Probabilistic fuzzy c-means (FCM) algorithm is proposed and applied to clustering fuzzy sets. This technique 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 results a set of decomposed sub-systems that will be conveniently linked into a Parallel Collaborative Structures. | por |
| dc.identifier.citation | Salgado, Paulo; Igrejas, Getúlio (2007). Probabilistic clustering algorithms for fuzzy rules decomposition. In Workshop on advanced fuzzy and neural control. Valenciennes | por |
| dc.identifier.uri | http://hdl.handle.net/10198/2756 | |
| dc.language.iso | eng | por |
| dc.subject | Clustering algorithms | por |
| dc.subject | Fuzzy c-mean | por |
| dc.subject | Fuzzy systems | por |
| dc.subject | Relevance | por |
| dc.title | Probabilistic clustering algorithms 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 | Valenciennes | por |
| oaire.citation.title | Workshop on advanced fuzzy and neural control | 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 |
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