| Biyomedikal Veri Kümeleri ile Makine Öğrenmesi Sınıflandırma Algoritmalarının İstatistiksel Olarak Karşılaştırılması M Karakoyun, M Hacıbeyoglu Dokuz Eylül Üniversitesi Mühendislik Fakültesi Fen ve Mühendislik Dergisi 16 …, 2014 | 66* | 2014 |
| Solving a big-scaled hospital facility layout problem with meta-heuristics algorithms V Tongur, M Hacibeyoglu, E Ulker Engineering Science and Technology, an International Journal 23 (4), 951-959, 2020 | 49 | 2020 |
| Design of multilevel hybrid classifier with variant feature sets for intrusion detection system M HACIBEYOĞLU, B KARLIK IEICE TRANSACTIONS on Information and Systems 99 (7), 1810-1821, 2016 | 33 | 2016 |
| Improving classification accuracy with discretization on datasets including continuous valued features M Hacibeyoglu, A Arslan, S Kahramanli International Journal of Computer and Information Engineering 5 (6), 623-626, 2011 | 27 | 2011 |
| A Novel Multimean Particle Swarm Optimization Algorithm for Nonlinear Continuous Optimization: Application to Feed‐Forward Neural Network Training M Hacibeyoglu, MH Ibrahim Scientific programming 2018 (1), 1435810, 2018 | 22 | 2018 |
| Human gender prediction on facial mobil images using convolutional neural networks M Hacibeyoglu, MH Ibrahim International journal of intelligent systems and applications in engineering …, 2018 | 21 | 2018 |
| EF_Unique: an improved version of unsupervised equal frequency discretization method M Hacibeyoglu, MH Ibrahim Arabian Journal for Science and Engineering 43 (12), 7695-7704, 2018 | 18 | 2018 |
| Comparison of the effect of unsupervised and supervised discretization methods on classification process M Hacıbeyoğlu, MH Ibrahım International Journal of Intelligent Systems and Applications in Engineering …, 2016 | 18 | 2016 |
| A Boolean function approach to feature selection in consistent decision information systems S Kahramanli, M Hacibeyoglu, A Arslan Expert Systems with Applications 38 (7), 8229-8239, 2011 | 17 | 2011 |
| Multi-level thresholding for image segmentation with swarm optimization algorithms M Karakoyun, NA Baykan, M Hacibeyoglu International Research Journal of Electronics and Computer Engineering 3 (3 …, 2017 | 15 | 2017 |
| Glaucoma disease diagnosis with an artificial algae-based deep learning algorithm MH Ibrahim, M Hacibeyoglu, A Agaoglu, F Ucar Medical & Biological Engineering & Computing 60 (3), 785-796, 2022 | 14 | 2022 |
| A comparative analysis of metaheuristic approaches for multidimensional two-way number partitioning problem M Hacibeyoglu, K Alaykiran, AM Acilar, V Tongur, E Ulker Arabian Journal for Science and Engineering 43, 7499-7520, 2018 | 13 | 2018 |
| Attribute reduction by partitioning the minimized discernibility function S Kahramanli, M Hacibeyoglu, A Arslan Int. J. Innov. Comput. Inf. Control 7 (5), 2167-2186, 2011 | 10 | 2011 |
| Advancing competitive position in healthcare: A hybrid metaheuristic nutrition decision support system YY Ileri, M Hacibeyoglu International Journal of Machine Learning and Cybernetics 10, 1385-1398, 2019 | 9 | 2019 |
| A novel switching function approach for data mining classification problems MH Ibrahim, M Hacibeyoglu Soft Computing 24, 4941-4957, 2020 | 7 | 2020 |
| Detection of DDOS attacks in network traffic using deep learning AS Unal, M Hacibeyoglu International Conference on Advanced Technologies, Computer Engineering and …, 2018 | 7 | 2018 |
| A logic method for efficient reduction of the space complexity of the attribute reduction problem M HACIBEYOĞLU, F BAŞÇİFTÇİ, Ş KAHRAMANLI Turkish Journal of Electrical Engineering and Computer Sciences 19 (4), 643-656, 2011 | 7 | 2011 |
| The logic transformations for reducing the complexity of the discernibility function-based attribute reduction problem M Hacibeyoglu, MS Salman, M Selek, S Kahramanli Knowledge and Information Systems 46, 599-628, 2016 | 6 | 2016 |
| Solving the bi-dimensional two-way number partitioning problem with heuristic algorithms M Hacibeyoglu, V Tongur, K Alaykiran 2014 IEEE 8th international conference on application of information and …, 2014 | 6 | 2014 |
| Statistical comparison of machine learning classification algorithms using biomedical data sets M Karakoyun, M Hacıbeyoğlu Dokuz Eylül Üniversitesi, Mühendislik Fakültesi Mühendislik Bilimleri …, 2014 | 5 | 2014 |
