Generalized classifier neural network. - Buse Melis Özyildirim; Mutlu Avci (Neural Networks, 2013)

Logarithmic learning for generalized classifier neural network. - Buse Melis Özyildirim; Mutlu Avci (Neural Networks, 2014)

One pass learning for generalized classifier neural network. - Buse Melis Özyildirim; Mutlu Avci (Neural Networks, 2016)

Neville interpolation-based normal estimation. - Buse Melis Özyildirim; Ulus Çevik (Turkish J. Electr. Eng. Comput. Sci., 2017)

Pattern Layer Reduction for a Generalized Regression Neural Network by Using a Self-Organizing Map. - Serkan Kartal; Mustafa Oral; Buse Melis Özyildirim (Int. J. Appl. Math. Comput. Sci., 2018)

Comparison of convolutional neural network models for food image classification. - Gozde Ozsert Yigit; Buse Melis Özyildirim (J. Inf. Telecommun., 2018)

Differential convolutional neural network. - Mehmet Sarigul; Buse Melis Özyildirim; Mutlu Avci (Neural Networks, 2019)

Do optimization methods in deep learning applications matter? - Buse Melis Özyildirim; Mariam Kiran (CoRR, 2020)

Deep Convolutional Generalized Classifier Neural Network. - Mehmet Sarigul; Buse Melis Özyildirim; Mutlu Avci (Neural Process. Lett., 2020)

Case Study: Deep Convolutional Networks in Healthcare. - Mutlu Avci; Mehmet Sarigül; Buse Melis Özyildirim (Development and Analysis of Deep Learning Architectures, 2020)

Levenberg-Marquardt multi-classification using hinge loss function. - Buse Melis Özyildirim; Mariam Kiran (Neural Networks, 2021)

Hyperparameter Tuning for Deep Reinforcement Learning Applications. - Mariam Kiran; Buse Melis Özyildirim (CoRR, 2022)