Please use this identifier to cite or link to this item: https://hdl.handle.net/20.500.11851/7387
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dc.contributor.authorZarinbal, M.-
dc.contributor.authorZarandi, Mohammad Hossein Fazel-
dc.contributor.authorTürkşen, İsmail Burhan-
dc.date.accessioned2021-09-11T15:56:44Z-
dc.date.available2021-09-11T15:56:44Z-
dc.date.issued2015en_US
dc.identifier.issn0031-3203-
dc.identifier.issn1873-5142-
dc.identifier.urihttps://doi.org/10.1016/j.patcog.2014.09.018-
dc.identifier.urihttps://hdl.handle.net/20.500.11851/7387-
dc.description.abstractThe main task of clustering methods, especially fuzzy methods, is to find whether natural grouping exists in data and to impose identity on them. In some situations, data are stored in several data sites and to discover the global structures, clustering methods have to be aware of dependencies in all data sites. Collaborative fuzzy clustering methods have been proposed and widely studied to answer such need. In this paper, a novel collaborative fuzzy clustering method is proposed. In this method, relative entropy concept is used as the communication method, a new approach is applied to calculate the interaction coefficient between data sites, and horizontal and vertical modes of the proposed method are discussed. Performance of the proposed method is evaluated using several experiments and the results show that it has the highest quality of collaboration and could classify data more efficiently. (C) 2014 Elsevier Ltd. All rights reserved.en_US
dc.language.isoenen_US
dc.publisherElsevier Sci Ltden_US
dc.relation.ispartofPattern Recognitionen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectFuzzy set theoryen_US
dc.subjectHorizontal and vertical collaborative fuzzy clusteringen_US
dc.subjectRelative entropyen_US
dc.subjectRelative entropy collaborative fuzzy clusteringen_US
dc.titleRelative Entropy Collaborative Fuzzy Clustering Methoden_US
dc.typeArticleen_US
dc.departmentFaculties, Faculty of Engineering, Department of Industrial Engineeringen_US
dc.departmentFakülteler, Mühendislik Fakültesi, Endüstri Mühendisliği Bölümütr_TR
dc.identifier.volume48en_US
dc.identifier.issue3en_US
dc.identifier.startpage933en_US
dc.identifier.endpage940en_US
dc.identifier.wosWOS:000347747000026en_US
dc.identifier.scopus2-s2.0-84916936378en_US
dc.institutionauthorTürkşen, İsmail Burhan-
dc.identifier.doi10.1016/j.patcog.2014.09.018-
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.identifier.scopusquality--
item.openairetypeArticle-
item.languageiso639-1en-
item.grantfulltextnone-
item.fulltextNo Fulltext-
item.openairecristypehttp://purl.org/coar/resource_type/c_18cf-
item.cerifentitytypePublications-
Appears in Collections:Endüstri Mühendisliği Bölümü / Department of Industrial Engineering
Scopus İndeksli Yayınlar Koleksiyonu / Scopus Indexed Publications Collection
WoS İndeksli Yayınlar Koleksiyonu / WoS Indexed Publications Collection
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