| Which type of metrics are useful to deal with class imbalance in software defect prediction? MM ÖZTÜRK Information and Software Technology, 1-43, 2017 | 35 | 2017 |
| A novel defect prediction method for web pages using k-means++ MM Öztürk, U Cavusoglu, A Zengin Expert Systems with Applications 42 (19), 6496-6506, 2015 | 32 | 2015 |
| Mühendislik eğitiminin iyileştirilmesine yönelik öneriler, geleceğin mühendisleri ve işgücü analizi A Akgül, M Uçar, M Öztürk, Z Ekşi Süleyman Demirel Üniversitesi Fen Bilimleri Enstitüsü Dergisi 17 (1), 14-18, 2013 | 32 | 2013 |
| A bat-inspired algorithm for prioritizing test cases MM Öztürk Vietnam Journal of Computer Science 5, 45-57, 2018 | 27 | 2018 |
| Optimizing echo state network through a novel fisher maximization based stochastic gradient descent MM Öztürk, IA Cankaya, D Ipekci Neurocomputing 415, 215-224, 2020 | 20 | 2020 |
| Energy efficiency analysis of code refactoring techniques for green and sustainable software in portable devices İ Şanlıalp, MM Öztürk, T Yiğit Electronics 11 (3), 442, 2022 | 19 | 2022 |
| Formal verification and validation with DEVS-Suite: OSPF Case study A Zengin, MM Ozturk Simulation Modelling Practice and Theory 29, 193-206, 2012 | 15 | 2012 |
| A tuned feed-forward deep neural network algorithm for effort estimation MM Öztürk Journal of Experimental & Theoretical Artificial Intelligence 34 (2), 235-259, 2022 | 10 | 2022 |
| The impact of parameter optimization of ensemble learning on defect prediction OM Maruf Computer Science Journal of Moldova 79 (1), 85-128, 2019 | 10 | 2019 |
| Design of a Web Interface for Fractional Chaotic Systems S Kaçar, A Akgül, AT Ergüzel, MM Öztürk, A Sevin International Journal of Computer Network and Information Security (IJCNIS …, 2015 | 10* | 2015 |
| Comparing hyperparameter optimization in cross-and within-project defect prediction: A case study MM Öztürk Arabian Journal for Science and Engineering 44, 3515-3530, 2019 | 9 | 2019 |
| HSDD: a hybrid sampling strategy for class imbalance in defect prediction data sets MM Özturk, A Zengin 2016 Eleventh International Conference on Digital Information Management …, 2016 | 9 | 2016 |
| Deep learning-based software energy consumption profiling MM Öztürk Artificial Intelligence and Applied Mathematics in Engineering Problems …, 2020 | 5 | 2020 |
| Adapting code maintainability to bat-inspired test case prioritization MM Öztürk 2017 IEEE International Conference on INnovations in Intelligent SysTems and …, 2017 | 5 | 2017 |
| Uzaktan eğitimde ölçme değerlendirme sistemi tasarımı ve yazılım test teknikleri ile performans analizi MM Öztürk PQDT-Global, 2012 | 5 | 2012 |
| Tuning parameters of Apache Spark with Gauss–Pareto-based multi-objective optimization MM Öztürk Knowledge and Information Systems 66 (2), 1065-1090, 2024 | 4 | 2024 |
| Hyperparameter optimization of a parallelized LSTM for time series prediction MM Öztürk Vietnam Journal of Computer Science 10 (03), 303-328, 2023 | 4 | 2023 |
| Initializing hyper-parameter tuning with a metaheuristic-ensemble method: a case study using time-series weather data MM Öztürk Evolutionary Intelligence 16 (3), 1019-1031, 2023 | 4 | 2023 |
| complexFuzzy: A novel clustering method for selecting training instances of cross-project defect prediction MM Ozturk Computer Science 22 (1), 2021 | 4 | 2021 |
| Investigating the impact of code refactoring techniques on energy consumption in different object-oriented programming languages I Sanlialp, MM Ozturk The International Conference on Artificial Intelligence and Applied …, 2019 | 4 | 2019 |
