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Fuzzy clustering to classify several time series models with fractional Brownian motion errors
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| dc.contributor.author | Mahmoudi, Mohammad Reza
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| dc.contributor.author | Baleanu, Dumitru
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| dc.contributor.author | Qasem, Sultan Noman
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| dc.contributor.author | Mosavi, Amirhosein
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| dc.contributor.author | S. Band, Shahab
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| dc.date.accessioned | 2022-05-11T10:52:44Z | |
| dc.date.available | 2022-05-11T10:52:44Z | |
| dc.date.issued | 2021-02 | |
| dc.identifier.citation | Mahmoudi, Mohammad Reza...et al. (2021). "Fuzzy clustering to classify several time series models with fractional Brownian motion errors", Alexandria Engineering Journal, Vol. 60, No. 1, pp. 1137-1145. | tr_TR |
| dc.identifier.issn | 1110-0168 | |
| dc.identifier.uri | http://hdl.handle.net/20.500.12416/5493 | |
| dc.description.abstract | In real world problems, scientists aim to classify and cluster several time series processes that can be used for a dataset. In this research, for the first time, based on fuzzy clustering method, an approach is applied to classify and cluster several time series models with fractional Brownian motion errors as candidates to fit on a dataset. The ability of the introduced technique is studied using simulation and real world example. © 2020 THE AUTHORS | tr_TR |
| dc.language.iso | eng | tr_TR |
| dc.relation.isversionof | 10.1016/j.aej.2020.10.037 | tr_TR |
| dc.rights | info:eu-repo/semantics/openAccess | tr_TR |
| dc.subject | Classification | tr_TR |
| dc.subject | Fractional Brownian Motion | tr_TR |
| dc.subject | Fuzzy Clustering | tr_TR |
| dc.subject | Non-Stationary | tr_TR |
| dc.subject | RDI | tr_TR |
| dc.subject | Stationary | tr_TR |
| dc.subject | Time Series | tr_TR |
| dc.title | Fuzzy clustering to classify several time series models with fractional Brownian motion errors | tr_TR |
| dc.type | article | tr_TR |
| dc.relation.journal | Alexandria Engineering Journal | tr_TR |
| dc.contributor.authorID | 56389 | tr_TR |
| dc.identifier.volume | 60 | tr_TR |
| dc.identifier.issue | 1 | tr_TR |
| dc.identifier.startpage | 1137 | tr_TR |
| dc.identifier.endpage | 1145 | tr_TR |
| dc.contributor.department | Çankaya Üniversitesi, Fen - Edebiyat Fakültesi, Matematik Bölümü | tr_TR |
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