Time-oriented interactive process miner: a new approach for time prediction. - Ismail Yürek; Derya Birant; Özlem Ece Yürek; Kökten Ulas Birant (Turkish J. Electr. Eng. Comput. Sci., 2021)

T-PdM: a tripartite predictive maintenance framework using machine learning algorithms. - Özlem Ece Yürek; Derya Birant; Alp Kut 001 (Int. J. Comput. Sci. Eng., 2022)

A new approach: ordinal predictive maintenance with ensemble binary decomposition (OPMEB). - Özlem Ece Yürek; Derya Birant (Turkish J. Electr. Eng. Comput. Sci., 2024)