Balance-Based Fuzzy Logic Approach for the Classification of Liver Diseases Due to Hepatitis C Virus
| dc.contributor.author | Ekmekci, D. | |
| dc.contributor.author | Shahbazova, S.N. | |
| dc.date.accessioned | 2024-09-29T16:21:17Z | |
| dc.date.available | 2024-09-29T16:21:17Z | |
| dc.date.issued | 2023 | |
| dc.department | Karabük Üniversitesi | en_US |
| dc.description.abstract | Fuzzy logic can be successfully applied in the many fields of artificial intelligence, such as control, classification, clustering, and prediction. However, assigning the optimal values for the control parameters and designing the optimal fuzzy rule table is vital to the method’s performance. Besides, increasing the number of variables increases the solution space combinatorically. This study proposes a novel method that uses the fuzzy logic approach. The method positions the inputs and outputs on the unit circle and aims to balance them at the circle origin. The efficiency and performance of the method were investigated in the problem of classification of Liver Diseases Due to Hepatitis C Virus. The results prove that the method can design successful systems for classification problems. © 2023, The Author(s), under exclusive license to Springer Nature Switzerland AG. | en_US |
| dc.identifier.doi | 10.1007/978-3-031-23476-7_15 | |
| dc.identifier.endpage | 170 | en_US |
| dc.identifier.issn | 1434-9922 | |
| dc.identifier.scopus | 2-s2.0-85163875080 | en_US |
| dc.identifier.scopusquality | N/A | en_US |
| dc.identifier.startpage | 157 | en_US |
| dc.identifier.uri | https://doi.org/10.1007/978-3-031-23476-7_15 | |
| dc.identifier.uri | https://hdl.handle.net/20.500.14619/9668 | |
| dc.identifier.volume | 423 | en_US |
| dc.indekslendigikaynak | Scopus | en_US |
| dc.language.iso | en | en_US |
| dc.publisher | Springer Science and Business Media Deutschland GmbH | en_US |
| dc.relation.ispartof | Studies in Fuzziness and Soft Computing | en_US |
| dc.relation.publicationcategory | Kitap Bölümü - Uluslararası | en_US |
| dc.rights | info:eu-repo/semantics/closedAccess | en_US |
| dc.subject | Evolutionary fuzzy classifier | en_US |
| dc.subject | Genetic algorithm | en_US |
| dc.subject | Traction power system | en_US |
| dc.title | Balance-Based Fuzzy Logic Approach for the Classification of Liver Diseases Due to Hepatitis C Virus | en_US |
| dc.type | Book Part | en_US |
