Ensemble classifiers fed by functional connectivity during cognitive processing differentiate Parkinson's disease even being under medication. - Emine Elif Tülay (Mach. Learn. Sci. Technol., 2024)

Improving cross-subject classification performance of motor imagery signals: a data augmentation-focused deep learning framework. - Enes Ozelbas; Emine Elif Tülay; Serhat Ozekes (Mach. Learn. Sci. Technol., 2024)

Decoding Functional Brain Data for Emotion Recognition: A Machine Learning Approach. - Emine Elif Tülay; Tugçe Balli (ACM Trans. Appl. Percept., 2024)