Yazar "Aydın, Fatih" için WoS İndeksli Yayınlar Koleksiyonu 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 ... -
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). ... -
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 ...