Customer churn modelling in banking. - Kubra Sen; Nilgun Guler Bayazit (SIU, 2015)

The importance of preprocessing in Turkish Text classification. - Buse Acikalin; Nilgun Guler Bayazit (SIU, 2016)

Fuzzy k-NN classification with weights modified by most informative neighbors of nearest neighbors. - Nilgun Guler Bayazit; Ulug Bayazit (J. Intell. Fuzzy Syst., 2019)

Classification and phenological staging of crops from in situ image sequences by deep learning. - Ulug Bayazit; Deniz Turgay Altilar; Nilgun Guler Bayazit (Turkish J. Electr. Eng. Comput. Sci., 2022)