Semi-Automatic Assessment Approach to Programming Code for Novice Students. - Selim Buyrukoglu; Firat Batmaz; Russell Lock (CSEDU (1), 2016)

Increasing the similarity of programming code structures to accelerate the marking process in a new semi-automated assessment approach. - Selim Buyrukoglu; Firat Batmaz; Russell Lock (ICCSE, 2016)

Improving marking efficiency for longer programming solutions based on a semi-automated assessment approach. - Selim Buyrukoglu; Firat Batmaz; Russell Lock (Comput. Appl. Eng. Educ., 2019)

A hybrid super ensemble learning model for the early-stage prediction of diabetes risk. - Ayse Dogru; Selim Buyrukoglu; Murat Ari (Medical Biol. Eng. Comput., 2023)

A novel color labeled student modeling approach using e-learning activities for data mining. - Selim Buyrukoglu (Univers. Access Inf. Soc., 2023)

Evaluating machine learning and statistical learning techniques for cancer classification and diagnosis. - Asmaa Salim Hussaien Alwazy; Gonca Buyrukoglu; Selim Buyrukoglu; Mohammed Rashad Baker (Iran J. Comput. Sci., 2025)

Student adaptivity classification in online education through stacked ensemble learning. - Mathr Sharif; Selim Buyrukoglu; Ayhan Akbas (Multim. Tools Appl., 2025)