A Boolean function approach to feature selection in consistent decision information systems. - Sirzat Kahramanli; Mehmet Hacibeyoglu; Ahmet Arslan 001 (Expert Syst. Appl., 2011)

Bilgi sistemlerinde fark fonksiyonu tabanlı özellik seçme yönteminin geliştirilmesi (Development of discernibility function based feature selection method in information systems) - Mehmet Hacibeyoglu (2012)

Design of Multilevel Hybrid Classifier with Variant Feature Sets for Intrusion Detection System. - Aslihan Akyol; Mehmet Hacibeyoglu; Bekir Karlik (IEICE Trans. Inf. Syst., 2016)

The logic transformations for reducing the complexity of the discernibility function-based attribute reduction problem. - Mehmet Hacibeyoglu; Mohammad Shukri Salman; Murat Selek; Sirzat Kahramanli (Knowl. Inf. Syst., 2016)

A Novel Multimean Particle Swarm Optimization Algorithm for Nonlinear Continuous Optimization: Application to Feed-Forward Neural Network Training. - Mehmet Hacibeyoglu; Mohammed H. Ibrahim (Sci. Program., 2018)

Advancing competitive position in healthcare: a hybrid metaheuristic nutrition decision support system. - Yusuf Yalcin Ileri; Mehmet Hacibeyoglu (Int. J. Mach. Learn. Cybern., 2019)

A novel switching function approach for data mining classification problems. - Mohammed H. Ibrahim; Mehmet Hacibeyoglu (Soft Comput., 2020)

Glaucoma disease diagnosis with an artificial algae-based deep learning algorithm. - Mohammed H. Ibrahim; Mehmet Hacibeyoglu; Afsin Agaoglu; Fikret Ucar (Medical Biol. Eng. Comput., 2022)