Fuzzy Clustering To Classify Several Time Series Models With Fractional Brownian Motion Errors
| dc.contributor.author | Baleanu, Dumitru | |
| dc.contributor.author | Qasem, Sultan Noman | |
| dc.contributor.author | Mosavi, Amirhosein | |
| dc.contributor.author | Band, Shahab S. | |
| dc.contributor.author | Mahmoudi, Mohammad Reza | |
| dc.contributor.authorID | 56389 | tr_TR |
| dc.date.accessioned | 2022-05-11T10:52:44Z | |
| dc.date.accessioned | 2025-09-18T16:07:31Z | |
| dc.date.available | 2022-05-11T10:52:44Z | |
| dc.date.available | 2025-09-18T16:07:31Z | |
| dc.date.issued | 2021 | |
| dc.description | S. Band, Shahab/0000-0001-6109-1311; Noman Qasem, Sultan/0000-0002-6575-161X | en_US |
| 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. (C) 2020 The Authors. Published by Elsevier B.V. | en_US |
| dc.description.publishedMonth | 2 | |
| 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. | en_US |
| dc.identifier.doi | 10.1016/j.aej.2020.10.037 | |
| dc.identifier.issn | 1110-0168 | |
| dc.identifier.issn | 2090-2670 | |
| dc.identifier.scopus | 2-s2.0-85094612167 | |
| dc.identifier.uri | https://doi.org/10.1016/j.aej.2020.10.037 | |
| dc.identifier.uri | https://hdl.handle.net/20.500.12416/14772 | |
| dc.language.iso | en | en_US |
| dc.publisher | Elsevier | en_US |
| dc.rights | info:eu-repo/semantics/openAccess | en_US |
| dc.subject | Classification | en_US |
| dc.subject | Fuzzy Clustering | en_US |
| dc.subject | Fractional Brownian Motion | en_US |
| dc.subject | Non-Stationary | en_US |
| dc.subject | Stationary | en_US |
| dc.subject | Time Series | en_US |
| dc.subject | Rdi | en_US |
| dc.title | Fuzzy Clustering To Classify Several Time Series Models With Fractional Brownian Motion Errors | en_US |
| dc.title | Fuzzy clustering to classify several time series models with fractional Brownian motion errors | tr_TR |
| dc.type | Article | en_US |
| dspace.entity.type | Publication | |
| gdc.author.id | S. Band, Shahab/0000-0001-6109-1311 | |
| gdc.author.id | Noman Qasem, Sultan/0000-0002-6575-161X | |
| gdc.author.institutional | Baleanu, Dumitru | |
| gdc.author.scopusid | 56684432000 | |
| gdc.author.scopusid | 7005872966 | |
| gdc.author.scopusid | 34771853500 | |
| gdc.author.scopusid | 57191408081 | |
| gdc.author.scopusid | 57221738247 | |
| gdc.author.wosid | S. Band, Shahab/K-2544-2013 | |
| gdc.author.wosid | Baleanu, Dumitru/B-9936-2012 | |
| gdc.author.wosid | Mosavi, Amir/I-7440-2018 | |
| gdc.author.wosid | Mahmoudi, Mohammad Reza/Aax-4890-2020 | |
| gdc.author.wosid | S. Band, Shahab/Abb-2469-2020 | |
| gdc.author.wosid | Noman Qasem, Sultan/T-2640-2017 | |
| gdc.description.department | Çankaya University | en_US |
| gdc.description.departmenttemp | [Band, Shahab S.] Duy Tan Univ, Inst Res & Dev, Da Nang 550000, Vietnam; [Mahmoudi, Mohammad Reza] Fasa Univ, Fac Sci, Dept Stat, Fasa, Fars, Iran; [Baleanu, Dumitru] Cankaya Univ, Fac Art & Sci, Dept Math, TR-06530 Ankara, Turkey; [Baleanu, Dumitru] Inst Space Sci, Magurele, Romania; [Qasem, Sultan Noman] Al Imam Mohammad Ibn Saud Islamic Univ IMSIU, Coll Comp & Informat Sci, Comp Sci Dept, Riyadh, Saudi Arabia; [Qasem, Sultan Noman] Taiz Univ, Fac Appl Sci, Comp Sci Dept, Taizi, Yemen; [Mosavi, Amirhosein] Ton Duc Thang Univ, Environm Qual Atmospher Sci & Climate Change Res, Ho Chi Minh City, Vietnam; [Mosavi, Amirhosein] Ton Duc Thang Univ, Fac Environm & Labour Safety, Ho Chi Minh City, Vietnam; [Band, Shahab S.] Natl Yunlin Univ Sci & Technol, Coll Future, Future Technol Res Ctr, 123 Univ Rd,Sect 3, Touliu 64002, Yunlin, Taiwan | en_US |
| gdc.description.endpage | 1145 | en_US |
| gdc.description.issue | 1 | en_US |
| gdc.description.publicationcategory | Makale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı | en_US |
| gdc.description.scopusquality | Q1 | |
| gdc.description.startpage | 1137 | en_US |
| gdc.description.volume | 60 | en_US |
| gdc.description.woscitationindex | Science Citation Index Expanded | |
| gdc.description.wosquality | Q1 | |
| gdc.identifier.openalex | W4247809347 | |
| gdc.identifier.wos | WOS:000605005500011 | |
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| gdc.openalex.normalizedpercentile | 0.93 | |
| gdc.openalex.toppercent | TOP 10% | |
| gdc.opencitations.count | 20 | |
| gdc.plumx.crossrefcites | 21 | |
| gdc.plumx.mendeley | 17 | |
| gdc.plumx.scopuscites | 20 | |
| gdc.scopus.citedcount | 20 | |
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