Yazar "Aydın, Fatih" için listeleme
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Anticipating the Friction Coefficient of Friction Materials used in Automobiles By Means of Machine Learning Without Using a Test lnstrument
Timur, Mustafa; Aydın, Fatih (2013)The most important factor for designs in which friction materials are used is the coefficient of friction. The coefficient of friction has been determined taking such variants as velocity, temperature, and pressure into ... -
The Construction of a Majority-Voting Ensemble Based on the Interrelation and Amount of Information of Features
Aydın, Fatih; Aslan, Zafer (Oxford Univ Press, 2020)In this paper, we introduced a new ensemble learning algorithm called VIBES, which is better in terms of performance when compared to 85 machine learning algorithms in WEKA tool. This new algorithm is based on three major ... -
Developing of a Learning-based System to Assist Treatment Process of Arrhythmia Patients
Kocamaz, Adnan Fatih; Aydın, Fatih; Uçar, Erdem (2011)The transformation process of the data kept in data warehouse into usable information for decision support system is very important. In this process, it is necessary to reveal the useful data that can meet the needs of the ... -
Developing of a learning-based system to assist treatment process of arrhythmia patients
Kocamaz, Adnan Fatih; Aydın, Fatih; Uçar, Erdem (2011)The transformation process of the data kept in data warehouse into usable information for decision support system is very important. In this process, it is necessary to reveal the useful data that can meet the needs of the ... -
Diagnosis of neuro degenerative diseases using machine learning methods and wavelet transform
Aydın, Fatih; Aslan, Zafer (Gazi Univ, Fac Engineering Architecture, 2017)This study suggests that the force signals applied to the ground may be used to classify neuro-degenerative diseases (NDD) such as Amyotrophic lateral sclerosis (ALS), Huntington's disease (HD) and Parkinson's disease (PD). ... -
İstanbul Göztepe bölgesinin makine öğrenmesi yöntemi ile rüzgâr hızının tahmin edilmesi
Timur, Mustafa; Aydın, Fatih; Akıncı, T. Çetin (2011)Rüzgâr ölçümleri, birçok alan için gereklidir. Bunlara örnek olarak meteoroloji, iklim, tarım, endüstriyel uygulamalar ve bilimsel araştırmalar verilebilir. Ölçümlerdeki çok ufak gibi görünen bir fark bile yatırımın ... -
Modeling and Estimating of Load Demand of Electricity Generated from Hydroelectric Power Plants in Turkey using Machine Learning Methods
In this study, the electricity load demand, between 2012 and 2021, has been estimated using the load demand of the electricity generated from hydroelectric power plants in Turkey between 1970 and 2011. Among machine learning ... -
Wind Speed Forecasting Using REPTree and Bagging Methods in Kirklareli-Turkey
In this study, an analysis was performed by examining the wind power potential of Kırklareli province which is in the west of Turkey. Statistical data between 2001 and 2007 was used in this study. The data was obtained ... -
Wind speed forecasting using reptree and bagging methods in Kirklareli-Turkey
Zontul, Metin; Aydın, Fatih; Doğan, Gökhan; Şener, Selçuk; Kaynar, Oğuz (Asian Research Publishing Network (ARPN), 2013)In this study, an analysis was performed by examining the wind power potential of Ki{dotless}rklareli province which is in the west of Turkey. Statistical data between 2001 and 2007 was used in this study. The data was ... -
Yapay öğrenme yöntemleri ve dalgacık dönüşümü kullanılarak nöro dejeneratif hastalıkların teşhisi
Aydın, Fatih; Aslan, Zafer (2017)Bu çalışma da yere uygulanan kuvvet sinyalleri kullanılarak Amyotrofik lateral skleroz (ALS), Huntington hastalığı (HD) ve Parkinson hastalığı (PD) gibi nöro dejeneratif hastalıkların (NDD) sınıflandırılmasında kullanılabileceği ...
