| dc.contributor.author | Oysal, Yusuf | |
| dc.contributor.author | Yılmaz, Sevcan | |
| dc.date.accessioned | 2019-10-21T19:44:28Z | |
| dc.date.available | 2019-10-21T19:44:28Z | |
| dc.date.issued | 2013 | |
| dc.identifier.isbn | 978-1-4673-5200-0 -- 978-1-4673-5198-0 | |
| dc.identifier.issn | 1810-7869 | |
| dc.identifier.uri | https://hdl.handle.net/11421/19886 | |
| dc.description | 10th IEEE International Conference on Networking, Sensing and Control (ICNSC) -- APR 10-12, 2013 -- Evry Val Essonne Univ, FRANCE | en_US |
| dc.description | WOS: 000326863700027 | en_US |
| dc.description.abstract | In this paper a new adaptive fuzzy wavelet neural network (AFWNN) model is proposed for nonlinear function approximation problems. The AFWNN model is a Takagi-Sugeno-Kang (TSK) fuzzy system in which the membership functions of fuzzy rules are replaced with wavelet basis functions, which are known to have time and frequency localization properties. The AFWNN model is trained using a gradient-based optimization algorithm for certain types of nonlinear time series, for instance fractal processes and the simulation results are found to be substantially more accurate than alternative methods. | en_US |
| dc.description.sponsorship | Inst Elect & Elect Engineers, Genopole, Ensile, Inst Elect & Elect Engineers Syst, Man & Cybernet Soc | en_US |
| dc.language.iso | eng | en_US |
| dc.publisher | IEEE | en_US |
| dc.relation.ispartofseries | IEEE International Conference on Networking Sensing and Control | |
| dc.rights | info:eu-repo/semantics/closedAccess | en_US |
| dc.subject | Wavelet Neural Networks | en_US |
| dc.subject | Anfis | en_US |
| dc.subject | Fuzzy Systems | en_US |
| dc.subject | Time Series Prediction | en_US |
| dc.title | An Adaptive Fuzzy Wavelet Neural Network with Gradient Learning Algorithm For Nonlinear Function Approximation | en_US |
| dc.type | conferenceObject | en_US |
| dc.relation.journal | 2013 10th IEEE International Conference On Networking, Sensing and Control (Icnsc) | en_US |
| dc.contributor.department | Anadolu Üniversitesi, Mühendislik Fakültesi, Bilgisayar Mühendisliği Bölümü | en_US |
| dc.identifier.startpage | 152 | en_US |
| dc.identifier.endpage | 157 | en_US |
| dc.relation.publicationcategory | Konferans Öğesi - Uluslararası - Kurum Öğretim Elemanı | en_US] |
| dc.contributor.institutionauthor | Oysal, Yusuf | |
| dc.contributor.institutionauthor | Yılmaz, Sevcan | |
