| A Comparative Study of Heart Disease Diagnosis using Various Classifiers and Resampling Techniques | Onur SEVLİ | 92–105 |
| Comparison of Machine Learning and Deep Learning Methods for Modeling Ozone Concentrations | Şevket AY, Ekin EKİNCİ | 106–118 |
| A New Instance Selection Method for Enlarging Margins Between Classes | Fatih AYDIN | 119–126 |
| Using Principal Component Analysis to Identify Mortality Rates of Covid-19 Patients and Patients at High Risk of Death | Ebru EFEOĞLU | 127–136 |
| A Comparative Analysis of Bank Customers' Loan Propensity Using Machine Learning Methods | Ali Tezcan SARIZEYBEK, Onur SEVLİ | 137–144 |
| Using Machine Learning Algorithms for Jumping Distance Prediction of Male Long Jumpers | Murat UÇAR, Mürsel Ozan İNCETAŞ, Işık BAYRAKTAR, Murat ÇİLLİ | 145–152 |
| Determination of Coronary Artery Disease Risk Level of Individuals by Fuzzy Expert System Approach | Çağatay TEKE | 153–160 |
| Deep Learning based Ship Variants Classification Using Different Scale Images | Emirhan KIRAN, Bahadır KARASULU, Emin BORANDAĞ | 161–167 |
| Auxiliary Learning of Non-Monotonic Hyperparameter Scheduling System Via Grid Search | Alaa Ali HAMEED | 168–177 |
| Recurrent Neural Networks Based Wind Speed Forecasting Models: A Case Study of Yalova | Fuat KOSANOĞLU, Zeliha Nur KİRİŞ, Ömer Faruk BEYCA | 178–188 |