A Takagi-Sugeno type neuro-fuzzy network for determining child anemia

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dc.contributor.authorAllahverdi, Novruz
dc.contributor.authorTunali, Ayfer
dc.contributor.authorIsik, Hakan
dc.contributor.authorKahramanli, Humar
dc.date.accessioned2020-03-26T18:13:41Z
dc.date.available2020-03-26T18:13:41Z
dc.date.issued2011
dc.departmentSelçuk Üniversitesien_US
dc.description.abstractDecision-making is a difficult and quite responsible task for doctors. Some of the computer decision models assisted the doctor with some computer decision models. In this study, neuro-fuzzy network has been designed to determine anemia level of a child. The performance analyses have been obtained by leaving-one-out cross-validation. After statistical measurements, it was found that MPE = 0.0018, MAE = 0.2090, MAPE = 0.0511, RMSE = 0.2743 and R-2 = 0.9957 of this developed system. According to these results, the designed neuro-fuzzy network may be considered as adequate close to traditional decision-making methods and thus the designed network can be used effectively for child anemia prediction. (c) 2010 Elsevier Ltd. All rights reserved.en_US
dc.description.sponsorshipSelcuk UniversitySelcuk Universityen_US
dc.description.sponsorshipThe authors acknowledge the support of this study provided by Selcuk University Scientific Research Projects. The authors also thank to pediatrician Mehmet Suat Ozkan.en_US
dc.identifier.doi10.1016/j.eswa.2010.12.083en_US
dc.identifier.endpage7418en_US
dc.identifier.issn0957-4174en_US
dc.identifier.issn1873-6793en_US
dc.identifier.issue6en_US
dc.identifier.scopusqualityQ1en_US
dc.identifier.startpage7415en_US
dc.identifier.urihttps://dx.doi.org/10.1016/j.eswa.2010.12.083
dc.identifier.urihttps://hdl.handle.net/20.500.12395/26081
dc.identifier.volume38en_US
dc.identifier.wosWOS:000288343900115en_US
dc.identifier.wosqualityQ1en_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherPERGAMON-ELSEVIER SCIENCE LTDen_US
dc.relation.ispartofEXPERT SYSTEMS WITH APPLICATIONSen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.selcuk20240510_oaigen_US
dc.subjectTSK-type neuro-fuzzy networksen_US
dc.subjectAnemiaen_US
dc.titleA Takagi-Sugeno type neuro-fuzzy network for determining child anemiaen_US
dc.typeArticleen_US

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