Melody Extraction on MIDI Music Files. - Giyasettin Ozcan; Cihan Isikhan; Adil Alpkocak (ISM, 2005)

Online Suffix Tree Construction for Streaming Sequences. - Giyasettin Ozcan; Adil Alpkocak (CSICC, 2008)

Suffix tree indexing for music information retrieval (Müziksel bilgi erişim sistemlerinde sonek ağacı ile dizinleme) - Giyasettin Ozcan (2008)

Unsupervised Learning from Multi-Dimensional Data: A Fast Clustering Algorithm Utilizing Canopies and Statistical Information. - Giyasettin Ozcan (Int. J. Inf. Technol. Decis. Mak., 2018)

Comparative study of hyperspectral image classification by multidimensional Convolutional Neural Network approaches to improve accuracy. - Gizem Ortaç; Giyasettin Ozcan (Expert Syst. Appl., 2021)

New accurate deep learning model for Diabetic Retinopathy detection utilizing sequential pre-processing and transfer learning. - Caner Sen; Selim Doganay; Giyasettin Ozcan (Biomed. Signal Process. Control., 2025)