Browsing by Author "Aslan, Zafer"
Now showing items 1-3 of 3
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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). ... -
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 ...