An Expert System to Predict Warfarin Dosage in Turkish Patients Depending on Genetic and Non-Genetic Factors. - Osman Altay; Mustafa Ulas; Mahmut Ozer; Ece Genc (ISDFS, 2019)

Prediction of the Fresh Performance of Steel Fiber Reinforced Self-Compacting Concrete Using Quadratic SVM and Weighted KNN Models. - Osman Altay; Mustafa Ulas; Kürsat Esat Alyamac (IEEE Access, 2020)

Kendiliğinden yerleşen çelik lifli beton performansını tahmin edecek sistemin modellenmesi (Modeling of the system to predict the performance of steel fiber reinforced self-compacting concrete using machine learning methods) - Osman Altay (2020)

DCS-ELM: a novel method for extreme learning machine for regression problems and a new approach for the SFRSCC. - Osman Altay; Mustafa Ulas; Kürsat Esat Alyamac (PeerJ Comput. Sci., 2021)

Chaotic slime mould optimization algorithm for global optimization. - Osman Altay (Artif. Intell. Rev., 2022)

A novel hybrid multilayer perceptron neural network with improved grey wolf optimizer. - Osman Altay; Elif Varol Altay (Neural Comput. Appl., 2023)

A novel chaotic transient search optimization algorithm for global optimization, real-world engineering problems and feature selection. - Osman Altay; Elif Varol Altay (PeerJ Comput. Sci., 2023)

MetricHunter: A software metric dataset generator utilizing SourceMonitor upon public GitHub repositories. - Yusuf Özçevik; Osman Altay (SoftwareX, 2023)

Average Localization Error Prediction for 5G Networks: An Investigation of Different Machine Learning Algorithms. - Osman Altay; Müge Erel-Özçevik; Elif Varol Altay; Yusuf Özçevik (Wirel. Pers. Commun., 2024)