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Hazal Moğultay

Department of Computer Engineering
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Cognitive Learner: An Ensemble Learning Architecture for Cognitive State Classification
Moğultay, Hazal; Vural, Fatos Tunay Yartnan (2017-05-18)
In this study, we propose an ensemble learning architecture called "Cognitive Learner", for classification of cognitive states from functional magnetic resonance imaging (fMRI). Proposed architecture consists of a two-laye...
Classification of fMRI Data by Using Clustering
Moğultay, Hazal; Alkan, Sarper; Yarman Vural, Fatoş Tunay (2015-05-19)
Recognition of the the cognitive states by using functional Magnetic Rezonans Imaging (fMRI) data is a challenging problem that has been a focus of scientific research for a long time. In this study the effectiveness of cl...