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APPLICATION OF TYPE-2 FUZZY LOGIC BASED DATA MINING TO FORECASTING OF TIME SERIES

Year 2010, Volume: 5 Issue: 2, 100 - 109, 01.03.2010

Müzeyyen Bulut Özek

Abstract

In this study, a type-2 fuzzy logic based data mining method is developed. Both type-1 fuzzy logic and type-2 fuzzy logic based data mining methods are used for the prediction of future values of Elazig's meterologic data. Performances of the type-1 and type-2 fuzzy logic based data mining softwares are compared.

Keywords

Type-2 Fuzzy Logic Data Mining Time Series Meterologic Data Type-1 Fuzzy Logic

ZAMAN SERYSY TAHMYNYNDE TYP-2 BULANIK MANTIK TABANLI VERY MADENCYLY?Y UYGULAMASI

Year 2010, Volume: 5 Issue: 2, 100 - 109, 01.03.2010

Müzeyyen Bulut Özek

Abstract

Bu çaly?mada, tip-2 bulanyk mantyk tabanly bir veri madencili?i yöntemi geli?tirilmi?tir. Elazy? ili meteorolojik verileri önce tip-1 bulanyk mantyk tabanly sonra da tip-2 bulanyk mantyk tabanly veri madencili?i yöntemlerinden geçirilerek gelecek de?erlerin tahmininin yapylmasy sa?lanmy?tyr. Sonuçlara bakylarak geli?tirilen yazylymlaryn performanslary kyyaslanmy?tyr.

Keywords

Tip-2 Bulanyk Mantyk Veri Madencili?i Zaman Serisi Meteorolojik Veriler Tip-1 Bulanyk Mantyk

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Details

Primary Language Turkish
Journal Section Electrical Machines
Authors

Müzeyyen Bulut Özek This is me

Publication Date March 1, 2010
Published in Issue Year 2010 Volume: 5 Issue: 2

Cite

APA Özek, M. . B. (2010). ZAMAN SERYSY TAHMYNYNDE TYP-2 BULANIK MANTIK TABANLI VERY MADENCYLY?Y UYGULAMASI. Technological Applied Sciences, 5(2), 100-109. https://doi.org/10.12739/10.12739
AMA Özek MB. ZAMAN SERYSY TAHMYNYNDE TYP-2 BULANIK MANTIK TABANLI VERY MADENCYLY?Y UYGULAMASI. Technological Applied Sciences. March 2010;5(2):100-109. doi:10.12739/10.12739
Chicago Özek, Müzeyyen Bulut. “ZAMAN SERYSY TAHMYNYNDE TYP-2 BULANIK MANTIK TABANLI VERY MADENCYLY?Y UYGULAMASI”. Technological Applied Sciences 5, no. 2 (March 2010): 100-109. https://doi.org/10.12739/10.12739.
EndNote Özek MB (March 1, 2010) ZAMAN SERYSY TAHMYNYNDE TYP-2 BULANIK MANTIK TABANLI VERY MADENCYLY?Y UYGULAMASI. Technological Applied Sciences 5 2 100–109.
IEEE M. . B. Özek, “ZAMAN SERYSY TAHMYNYNDE TYP-2 BULANIK MANTIK TABANLI VERY MADENCYLY?Y UYGULAMASI”, Technological Applied Sciences, vol. 5, no. 2, pp. 100–109, 2010, doi: 10.12739/10.12739.
ISNAD Özek, Müzeyyen Bulut. “ZAMAN SERYSY TAHMYNYNDE TYP-2 BULANIK MANTIK TABANLI VERY MADENCYLY?Y UYGULAMASI”. Technological Applied Sciences 5/2 (March 2010), 100-109. https://doi.org/10.12739/10.12739.
JAMA Özek MB. ZAMAN SERYSY TAHMYNYNDE TYP-2 BULANIK MANTIK TABANLI VERY MADENCYLY?Y UYGULAMASI. Technological Applied Sciences. 2010;5:100–109.
MLA Özek, Müzeyyen Bulut. “ZAMAN SERYSY TAHMYNYNDE TYP-2 BULANIK MANTIK TABANLI VERY MADENCYLY?Y UYGULAMASI”. Technological Applied Sciences, vol. 5, no. 2, 2010, pp. 100-9, doi:10.12739/10.12739.
Vancouver Özek MB. ZAMAN SERYSY TAHMYNYNDE TYP-2 BULANIK MANTIK TABANLI VERY MADENCYLY?Y UYGULAMASI. Technological Applied Sciences. 2010;5(2):100-9.