Classification of fMRI data by using clustering. - Hazal Mogultay; Sarper Alkan; Fatos T. Yarman-Vural (SIU, 2015)

Cognitive learner: An ensemble learning architecture for cognitive state classification. - Hazal Mogultay; Fatos Tünay Yarman Vural (SIU, 2017)

BrainParcel: A Brain Parcellation Algorithm for Cognitive State Classification. - Hazal Mogultay; Fatos Tünay Yarman Vural (GRAIL/Beyond-MIC@MICCAI, 2018)

An Analysis on Disentanglement in Machine Learning. - Hazal Mogultay; Sinan Kalkan; Fatos T. Yarman-Vural (SIU, 2022)