Noise robust sound event classification with convolutional neural network. - Ilyas Ozer; Zeynep Ozer; Oguz Findik (Neurocomputing, 2018)

Silah seslerinin konvolüsyonel yapay sinir ağları ile sınıflandırılması ve atıcı konum tespitinin yapılması (Classification of weapon sounds with convolutional neural networks and detection of shooter location) - Ilyas Ozer (2018)

Pseudo-colored rate map representation for speech emotion recognition. - Ilyas Ozer (Biomed. Signal Process. Control., 2021)

Improved machine learning performances with transfer learning to predicting need for hospitalization in arboviral infections against the small dataset. - Ilyas Ozer; Onursal Cetin; Kutlucan Gorur; Feyzullah Temurtas (Neural Comput. Appl., 2021)

Species-level microfossil identification for globotruncana genus using hybrid deep learning algorithms from the scratch via a low-cost light microscope imaging. - Ilyas Ozer; Caner Kaya Ozer; Ali Can Karaca; Kutlucan Gorur; Ismail Kocak; Onursal Cetin (Multim. Tools Appl., 2023)

The exploration of the transfer learning technique for Globotruncanita genus against the limited low-cost light microscope images. - Ilyas Ozer; Ali Can Karaca; Caner Kaya Ozer; Kutlucan Gorur; Ismail Kocak; Onursal Cetin (Signal Image Video Process., 2024)