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Hazal Moğultay
E-mail
mogultay@metu.edu.tr
Department
Department of Computer Engineering
ORCID
0000-0002-1314-0956
Scopus Author ID
57195216706
Web of Science Researcher ID
AAZ-5721-2020
Publications
Theses Advised
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Projects
An Analysis on Disentanglement in Machine Learning Makine Öǧrenmesinde Ayrişiklik Üzerine Bir Analiz
Moğultay, Hazal; Kalkan, Sinan; Yarman Vural, Fatoş Tunay (2022-01-01)
Learnt representations by Deep autoencoders is not capable of decomposing the complex information into simple notion. In other words, attributes of samples are entangled in the basis vectors spanning the learned space. Thi...
Cognitive Learner: An Ensemble Learning Architecture for Cognitive State Classification
Moğultay, Hazal (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; 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...
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