Please use this identifier to cite or link to this item: https://hdl.handle.net/20.500.14365/1106
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dc.contributor.authorTütüncü, Gözde Yazgı-
dc.contributor.authorKayaalp, Necla-
dc.date.accessioned2023-06-16T12:59:01Z-
dc.date.available2023-06-16T12:59:01Z-
dc.date.issued2015-
dc.identifier.issn0377-0427-
dc.identifier.issn1879-1778-
dc.identifier.urihttps://doi.org/10.1016/j.cam.2015.02:004-
dc.identifier.urihttps://hdl.handle.net/20.500.14365/1106-
dc.description.abstractIn this study, an Aggregated. Fuzzy Naive Bayes Classifier is proposed for decision-making problems where both linguistic and numerical information are available. In the solution process of such problems, all attributes are considered as fuzzy numbers and a procedure based on 2-tuple fuzzy linguistic representation model is generated for combining them. This procedure and subsequent Fuzzy Naive Bayes classification are performed based on arithmetic operations defined by Chen's function principle. The proposed method was demonstrated on 2 well-known examples from the literature in which both numerical and linguistic attributes were considered. The results show that the proposed Aggregated Fuzzy Naive Bayes Classifier is notably efficient in decision-making where the attributes are in more realistic forms. (C) 2015 Elsevier B.V. All rights reserved.en_US
dc.language.isoenen_US
dc.publisherElsevier Science Bven_US
dc.relation.ispartofJournal of Computatıonal And Applıed Mathematıcsen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectDecision analysisen_US
dc.subjectFuzzy setsen_US
dc.subjectFuzzy classificationen_US
dc.subjectNaive Bayes classificationen_US
dc.subjectFuzzy function principleen_US
dc.subjectDecision-Makingen_US
dc.subjectModelen_US
dc.subjectSetsen_US
dc.titleAn Aggregated Fuzzy Naive Bayes Data Classifieren_US
dc.typeArticleen_US
dc.identifier.doi10.1016/j.cam.2015.02:004-
dc.identifier.scopus2-s2.0-84925859455en_US
dc.departmentİzmir Ekonomi Üniversitesien_US
dc.authoridTütüncü, G.Yazgı/0000-0002-9363-6141-
dc.authoridKoçhan, Necla/0000-0003-2355-4826-
dc.authorwosidTütüncü, G.Yazgı/AAP-6520-2021-
dc.authorwosidKoçhan, Necla/AAA-4147-2021-
dc.authorscopusid26436326500-
dc.authorscopusid56218351000-
dc.identifier.volume286en_US
dc.identifier.startpage17en_US
dc.identifier.endpage27en_US
dc.identifier.wosWOS:000354001700003en_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.identifier.scopusqualityQ1-
dc.identifier.wosqualityQ1-
item.grantfulltextreserved-
item.fulltextWith Fulltext-
item.openairecristypehttp://purl.org/coar/resource_type/c_18cf-
item.languageiso639-1en-
item.openairetypeArticle-
item.cerifentitytypePublications-
crisitem.author.dept02.02. Mathematics-
crisitem.author.dept02.02. Mathematics-
Appears in Collections:Scopus İndeksli Yayınlar Koleksiyonu / Scopus Indexed Publications Collection
WoS İndeksli Yayınlar Koleksiyonu / WoS Indexed Publications Collection
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