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 | 48 | 2015 |
Optimizing echo state network through a novel fisher maximization based stochastic gradient descent MM Öztürk, İA Cankaya, D İpekçi Neurocomputing 415, 215-224, 2020 | 36 | 2020 |
Which type of metrics are useful to deal with class imbalance in software defect prediction? MM ÖZTÜRK Information and Software Technology, 1-43, 2017 | 33 | 2017 |
A bat-inspired algorithm for prioritizing test cases MM Öztürk Vietnam Journal of Computer Science 5, 45-57, 2018 | 28 | 2018 |
Mühendislik eğitiminin iyileştirilmesine yönelik öneriler, geleceğin mühendisleri ve işgücü analizi A AKGÜL, U Muhammed, M ÖZTÜRK, E Ziya Süleyman Demirel Üniversitesi Fen Bilimleri Enstitüsü Dergisi 17 (1), 14-18, 2013 | 28 | 2013 |
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 |
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 |
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 | 9 | 2022 |
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 |
The impact of parameter optimization of ensemble learning on defect prediction OM Maruf Computer Science Journal of Moldova 79 (1), 85-128, 2019 | 8 | 2019 |
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 | 7 | 2019 |
A tuned feed-forward deep neural network algorithm for effort estimation MM Öztürk Journal of Experimental & Theoretical Artificial Intelligence 34 (2), 235-259, 2022 | 6 | 2022 |
Adapting code maintainability to bat-inspired test case prioritization MM Öztürk 2017 IEEE International Conference on INnovations in Intelligent SysTems and …, 2017 | 5 | 2017 |
complexFuzzy: A novel clustering method for selecting training instances of cross-project defect prediction MM Ozturk Computer Science 22 (1), 2021 | 4 | 2021 |
Deep learning-based software energy consumption profiling MM Öztürk Artificial Intelligence and Applied Mathematics in Engineering Problems …, 2020 | 4 | 2020 |
Uzaktan eğitimde ölçme değerlendirme sistemi tasarımı ve yazılım test teknikleri ile performans analizi MM Öztürk PQDT-Global, 2012 | 4 | 2012 |
Tuning Stacked Auto-encoders for Energy Consumption Prediction: A Case Study MM Öztürk I.J. Information Technology and Computer Science 2, 1-8, 2019 | 3 | 2019 |
How repeated data points affect bug prediction performance: A case study MM Öztürk, A Zengin Applied Soft Computing 49, 1051-1061, 2016 | 3 | 2016 |
Investigating the impact of code refactoring techniques on energy consumption in different object-oriented programming languages I Sanlialp, MM Ozturk Artificial Intelligence and Applied Mathematics in Engineering Problems …, 2020 | 2 | 2020 |
Verification of the effectiveness of fuzzy rule-based fault prediction: A replication study VD Anezakis, MM Öztürk 2018 Innovations in Intelligent Systems and Applications (INISTA), 1-8, 2018 | 2 | 2018 |