Comparison of Ensemble-Based Multiple Instance Learning Approaches. - Pelin Yildirim Taser; Kökten Ulas Birant; Derya Birant (INISTA, 2019)

Multitask-based association rule mining. - Pelin Yildirim Taser; Kökten Ulas Birant; Derya Birant (Turkish J. Electr. Eng. Comput. Sci., 2020)

A novel multi-view ordinal classification approach for software bug prediction. - Pelin Yildirim Taser (Expert Syst. J. Knowl. Eng., 2022)

An Ordinal Multi-Dimensional Classification (OMDC) for Predictive Maintenance. - Pelin Yildirim Taser (Comput. Syst. Sci. Eng., 2023)

Stepwise dynamic nearest neighbor (SDNN): a new algorithm for classification. - Deniz Karabas; Derya Birant; Pelin Yildirim Taser (Turkish J. Electr. Eng. Comput. Sci., 2023)

ERIM: An ensemble of rare itemset mining and its application in the automotive industry. - Devrim Naz Akdas; Derya Birant; Pelin Yildirim Taser (Expert Syst. J. Knowl. Eng., 2024)