| Issue Date | Title | Author(s) |
| 41 | 2008 | Deciding on number of clusters by multi-objective optimization and validity analysis | Ozyer, Tansel ; Alhajj, Reda |
| 2 | Aug-2018 | Deep convolutional autoencoder for radar-based classification of similar aided and unaided human activities | Seyfioğlu, Mehmet Saygın; Özbayoğlu, Ahmet Murat ; Gürbüz, Sevgi Zübeyde |
| 3 | 2022 | Deep Learning Based Hybrid Computational Intelligence Models for Options Pricing | Arin, Efe; Özbayoğlu, Ahmet Murat |
| 4 | 2017 | A Deep Learning based Stock Trading Model with 2-D CNN Trend Detection | Güdelek, Mehmet Uğur; Bölük, S. Arda; Özbayoğlu, Ahmet Murat |
| 5 | Aug-2020 | Deep learning for financial applications: A survey | Özbayoğlu, Ahmet Murat ; Güdelek, M. U.; Sezer, O. B. |
| 6 | 2017 | Deep Learning of Micro-Doppler Features for Aided and Unaided Gait Recognition | Seyfioğlu, Mehmet Saygın; Gürbüz, Sevgi Zübeyde; Özbayoğlu, Ahmet Murat ; Yüksel, Melda |
| 7 | 2021 | Deep learning-based investment strategy: technical indicator clustering and residual blocks | Maratkhan, Anuar; İlyassov, Ibrakhim; Aitzhanov, Madiyar; Demirci, Muhammed Fatih ; Özbayoğlu, Ahmet Murat |
| 8 | 2020 | Deep Multi-Layer Perceptron based Prediction of Energy Efficiency and Surface Quality for Milling in The Era of Sustainability and Big Data | Serin, Gökberk; Şener, Batıhan; Güdelek, M. Uğur; Özbayoğlu, Ahmet Murat ; Ünver, Hakkı Özgür |
| 9 | 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 |
| 10 | 2017 | A Deep Neural-Network Based Stock Trading System Based on Evolutionary Optimized Technical Analysis Parameters | Sezer, Ömer Berat; Özbayoğlu, Ahmet Murat ; Doğdu, Erdoğan |
| 11 | 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 |
| 12 | 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. |
| 13 | 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 |
| 14 | 2011 | Discovering cancer biomarkers: From DNA to communities of genes | Alshalalfa M.; Özyer, T. ; Alhajj R.; Rokne J. |
| 15 | 2021 | Driver drowsiness detection by employing CNN and DLIB | Ali N.; Hasan I.; Özyer, Tansel ; Alhajj R. |
| 16 | 2009 | Dynamic cache invalidation scheme for wireless mobile environments | Madhukar, Alok; Özyer, Tansel ; Alhajj, Reda |
| 17 | 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 |
| 18 | 2021 | Efficient computation of wireless sensor network lifetime through deep neural networks | Yılmaz, Muhammed; Özbayoğlu, Ahmet Murat ; Tavlı, Bülent |
| 19 | 2008 | Employing clustering techniques for automatic information extraction from HTML documents | Ashraf, Fatima; Özyer, Tansel ; Alhajj, Reda |
| 20 | 2015 | Employing social network analysis for disease biomarker detection | Özyer, Tansel ; Üçer, Serkan; İyidoğan, Taylan |
