Publication:
Fuzzy Time Series Forecasting Method Based on Gustafson-Kessel Fuzzy Clustering

Simple item page
dc.authorscopusid23093703600
dc.authorscopusid23092915500
dc.authorscopusid24282075600
dc.authorscopusid24282155300
dc.authorscopusid36990053600
dc.contributor.authorEgrioglu, E.
dc.contributor.authorAladag, C.H.
dc.contributor.authorYolcu, U.
dc.contributor.authorUslu, V.R.
dc.contributor.authorErilli, N.A.
dc.date.accessioned2020-06-21T14:39:50Z
dc.date.available2020-06-21T14:39:50Z
dc.date.issued2011
dc.departmentOndokuz Mayıs Üniversitesien_US
dc.department-temp[Egrioglu] Erol, Department of Statistics, Ondokuz Mayis Üniversitesi, Samsun, Turkey; [Aladag] Cagdas Hakan, Department of Statistics, Hacettepe Üniversitesi, Ankara, Turkey; [Yolcu] Ufuk, Department of Statistics, Ondokuz Mayis Üniversitesi, Samsun, Turkey; [Uslu] Vedide Rezan, Department of Statistics, Ondokuz Mayis Üniversitesi, Samsun, Turkey; [Erilli] N. A., Department of Statistics, Ondokuz Mayis Üniversitesi, Samsun, Turkeyen_US
dc.description.abstractFuzzy time series approaches have being increasingly attracted researchers' attentions. The procedures on fuzzy time series actually consist of three stages; fuzzification, determination of fuzzy relations and defuzzification. Researches are generally concentrated on these stages and about improving them. In this study, we propose a new approach, which combines several techniques. In this approach, Gustafson-Kessel, which is a fuzzy clustering technique, is being used to fuzzification of time series. The proposed method is compared with the approaches in literature. © 2011 Published by Elsevier Ltd.en_US
dc.identifier.doi10.1016/j.eswa.2011.02.052
dc.identifier.endpage10357en_US
dc.identifier.issn0957-4174
dc.identifier.issue8en_US
dc.identifier.scopus2-s2.0-79953721648
dc.identifier.scopusqualityQ1
dc.identifier.startpage10355en_US
dc.identifier.urihttps://doi.org/10.1016/j.eswa.2011.02.052
dc.identifier.volume38en_US
dc.identifier.wosWOS:000290237500146
dc.identifier.wosqualityQ1
dc.language.isoenen_US
dc.publisherPergamon-Elsevier Science Ltden_US
dc.relation.ispartofExpert Systems with Applicationsen_US
dc.relation.journalExpert Systems With Applicationsen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectForecastingen_US
dc.subjectFuzzy Clusteringen_US
dc.subjectFuzzy Time Seriesen_US
dc.titleFuzzy Time Series Forecasting Method Based on Gustafson-Kessel Fuzzy Clusteringen_US
dc.typeArticleen_US
dspace.entity.typePublication

Files

Collections

Scopus İndeksli Yayınlar Koleksiyonu
WoS İndeksli Yayınlar Koleksiyonu