Please use this identifier to cite or link to this item: https://hdl.handle.net/20.500.11851/7752
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dc.contributor.authorTürkşen, İsmail Burhan-
dc.date.accessioned2021-09-11T15:59:28Z-
dc.date.available2021-09-11T15:59:28Z-
dc.date.issued2015en_US
dc.identifier.isbn978-3-319-19683-1; 978-3-319-19682-4-
dc.identifier.issn1434-9922-
dc.identifier.urihttps://doi.org/10.1007/978-3-319-19683-1_30-
dc.identifier.urihttps://hdl.handle.net/20.500.11851/7752-
dc.description.abstractWe first present a brief review of the essentials fuzzy system models: Namely (1) Zadeh's rulebase model, (2) Takagi and Sugeno's model which is partly a rule base and partly a regression function and (3) Turksen fuzzy regression functions where a fuzzy regression function correspond to each fuzzy rule. Next we review the well known FCM algorithm which lets one to extract Type 1 membership values from a given data set for the development of Type 1 fuzzy system models as a foundation for the development of Full Type 2 fuzzy system models. For this purpose, we provide an algorithm which lets one to generate Full Type 2 membership value distributions for a development of second order fuzzy system models with our proposed second order data analysis. If required one can generate Full Type 3, ..., Full Type n fuzzy system models with an iterative execution of our algorithm. We present our application results graphically for TD_Stockprice data with respect to two validity indeces, namely: (1) elikyilmaz-Trksen and (2) Bezdek indeces.en_US
dc.language.isoenen_US
dc.publisherSpringer-Verlag Berlinen_US
dc.relation.ispartofFifty Years of Fuzzy Logic And Its Applicationsen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subject[No Keywords]en_US
dc.titleType 1 and Full Type 2 Fuzzy System Modelsen_US
dc.typeBook Parten_US
dc.relation.ispartofseriesStudies in Fuzziness and Soft Computingen_US
dc.departmentFaculties, Faculty of Engineering, Department of Industrial Engineeringen_US
dc.departmentFakülteler, Mühendislik Fakültesi, Endüstri Mühendisliği Bölümütr_TR
dc.identifier.volume326en_US
dc.identifier.startpage643en_US
dc.identifier.endpage659en_US
dc.identifier.wosWOS:000374483600031en_US
dc.identifier.scopus2-s2.0-84930202051en_US
dc.institutionauthorTürkşen, İsmail Burhan-
dc.identifier.doi10.1007/978-3-319-19683-1_30-
dc.relation.publicationcategoryKitap Bölümü - Uluslararasıen_US
dc.identifier.scopusqualityQ3-
item.openairetypeBook Part-
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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