| Issue Date | Title | Author(s) |
1 | 2018 | Anomaly detection in vehicle traffic with image processing and machine learning | Sarıkan, Selim S.; Özbayoğlu, Ahmet Murat |
2 | 13-Apr-2017 | An artificial neural network-based stock trading system using technical analysis and big data framework | Sezer, Ömer Berat; Özbayoğlu, Ahmet Murat ; Doğdu, Erdoğan. |
3 | 2018 | Automated generation of attack graphs using NVD | Aksu, M. Uğur; Bıçakcı, Kemal ; Dilek, M. H.; Özbayoğlu, Ahmet Murat ; Tatlı, E. İ. |
4 | 2017 | Automated Vehicle Classification with Image Processing and Computational Intelligence | Sarıkan, Selim S.; Özbayoğlu, Ahmet Murat ; Zilci, Oğuzhan |
5 | 5-Jul-2018 | Bitcoin movement prediction with text mining | Ceyhan, Kıvanç|Kurtulmaz, E.; Sert, Onur Can; Özyer, Tansel |
6 | 2015 | A Case Study for the Churn Prediction in Turksat Internet Service Subscription | Gök, Mehmet; Özyer, Tansel ; Jida, Jamal |
7 | Nov-2019 | Chatter detection in milling with acoustic emissions and deep learning | Serin, G.; Güdelek, M. U.; Şener, B.; Özbayoğlu, Ahmet Murat ; Ünver, Hakkı Özgür |
8 | 2016 | Classification of HIV data By Constructing A Social Network with Frequent Itemsets | Koçak, Yunuscan; Özyer, Tansel ; Alhajj, Reda |
9 | 2018 | Classification of Turkish Documents Using Paragraph Vector | Sarı, Mustafa; Özbayoğlu, Ahmet Murat |
10 | 2015 | Clustering Quality Improvement of k-means using a Hybrid Evolutionary Model | Karimov, Jeyhun; Özbayoğlu, Ahmet Murat |
11 | 2013 | Comparison of Classifiers for Chatter Detection | Tuğci, Recep; Çelen, V. Burak A.; Özbayoğlu, Murat |
12 | Sep-2012 | Comparison of Gross Calorific Value Estimation of Turkish Coals using Regression and Neural Networks Techniques | Özbayoğlu, Ahmet Murat ; Özbayoğlu, Mehmet Evren; Özbayoğlu, Gülhan |
13 | 20-Oct-2017 | A comprehensive approach for validating p53 binding site predictions | Özyer, Tansel ; Alhajj, Reda |
14 | 2017 | A Deep Learning based Stock Trading Model with 2-D CNN Trend Detection | Güdelek, Mehmet Uğur; Bölük, S. Arda; Özbayoğlu, Ahmet Murat |
15 | 2017 | Deep Learning of Micro-Doppler Features for Aided and Unaided Gait Recognition | Seyfioğlu, Mehmet Saygın; Gürbüz, Sevgi Zübeyde; Özbayoğlu, Ahmet Murat ; Yüksel, Melda |
16 | 2017 | A Deep Neural-Network Based Stock Trading System Based on Evolutionary Optimized Technical Analysis Parameters | Sezer, Ömer Berat; Özbayoğlu, Ahmet Murat ; Doğdu, Erdoğan |
17 | 2016 | Design of a Customer's Type Based Algorithm for Partner Selection Problem of Virtual Enterprise | Nikghadam, Shahrzad; Özbayoğlu, Ahmet Murat ; Ünver, Hakkı Özgür ; Kılıç, Sadık Engin |
18 | 2014 | The Determination of Two Phase Liquid-Gas Flow Behavior Through Horizontal Eccentric Annular Geometry by Modification of Beggs & Brill and Lockhart & Martinelli Models | Osgouei, Reza Ettehadi; Özbayoğlu, Mehmet Evren; Özbayoğlu, Murat ; Yüksel, Ertan H. |
19 | 2015 | Developing a Two Level Options Trading Strategy Based on Option Pair Optimization of Spread Strategies with Evolutionary Algorithms | Uçar, İlknur; Özbayoğlu, Ahmet Murat ; Uçar, Mustafa |
20 | 31-Jul-2017 | Effectiveness of mobile electrocardiogram in healthcare: From mobile application and development to community reaction | Kassem, A.; Yldrm, U. O.; Turut, K. A.; Wiil, U. K.; Özyer, Tansel ; Alhajj, Reda |