A classification problem of credit risk rating investigated and solved by optimisation of the ROC curve. - Efsun Kürüm; S. Kasirga Yildirak; Gerhard-Wilhelm Weber (Central Eur. J. Oper. Res., 2012)

Spatiotemporal interpolation through an extension of differential evolution algorithm for agricultural insurance claims. - Ezgi Nevruz; S. Kasirga Yildirak (J. Comput. Appl. Math., 2019)

An enhanced random forest approach using CoClust clustering: MIMIC-III and SMS spam collection application. - Zeynep Ilhan Taskin; S. Kasirga Yildirak; Çagdas Hakan Aladag (J. Big Data, 2023)

Majorization ordering of dependent aggregate claims clustered by statistical machine learning. - Ezgi Nevruz; S. Kasirga Yildirak; Ashis SenGupta (Expert Syst. Appl., 2025)