| 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 | 2022 | A Big Data Application in Manufacturing Industry-Computer Vision to Detect Defects on Bearings | Ünal, P.; Albayrak, O.; Kubatova, M.; Deveci, B.U.; Çırakman, E.; Koçal, C.I.; Özbayoğlu, A. Murat |
6 | 2021 | Channel Characterization for Aircraft Integrated Antennas via Machine Learning | Aksan, Yasin; Yüksel, Melda; Özbayoğlu, A. Murat |
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 | 2018 | Classification of Turkish Documents Using Paragraph Vector | Sarı, Mustafa; Özbayoğlu, Ahmet Murat |
9 | 2015 | Clustering Quality Improvement of k-means using a Hybrid Evolutionary Model | Karimov, Jeyhun; Özbayoğlu, Ahmet Murat |
10 | 2008 | Comparison of Bayesian Estimation and Neural Network Model in Stock Market Trading | Özbayoğlu, Ahmet Murat ; Bahadır, İsmet |
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 | 2017 | A Deep Learning based Stock Trading Model with 2-D CNN Trend Detection | Güdelek, Mehmet Uğur; Bölük, S. Arda; Özbayoğlu, Ahmet Murat |
14 | 2017 | Deep Learning of Micro-Doppler Features for Aided and Unaided Gait Recognition | Seyfioğlu, Mehmet Saygın; Gürbüz, Sevgi Zübeyde; Özbayoğlu, Ahmet Murat ; Yüksel, Melda |
15 | 2021 | A Deep Neural Network Model for Stock Investment Recommendation by Considering the Stock Market as a Time Graph | Keskin, Mustafa Mert; Yılmaz, Muhammed; Özbayoğlu, Ahmet Murat |
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 | 2021 | Estimation of cuttings concentration and frictional pressure losses during drilling using data-driven models | Özbayoğlu, Murat ; Özbayoğlu, E.; Özdilli, B.G.; Erge, O. |