| Issue Date | Title | Author(s) |
| 1 | Sep-2018 | Algorithmic financial trading with deep convolutional neural networks: Time series to image conversion approach | Sezer, Ömer Berat; Özbayoğlu, Ahmet Murat |
| 2 | 2012 | Analysis of gas-liquid behavior in eccentric horizontal annuli with image processing and artificial intelligence techniques | Özbayoğlu, Ahmet Murat ; Yüksel, H. Ertan |
| 3 | Dec-2017 | Automated Image Matching and New Readings for Cyrus the Great's 547 BC Campaign in the Nabonidus Chronicle (BM 35382 = ABC 7) | Adalı, Selim Ferruh; Demirci, Muhammed Fatih ; Özbayoğlu, Ahmet Murat |
| 4 | 2019 | Computational intelligence models for PIV based particle (cuttings) direction and velocity estimation in multi-phase flows | Tombul, H.; Özbayoğlu, Ahmet Murat ; Özbayoğlu, M. E. |
| 5 | Feb-2018 | Context-Aware Computing, Learning, and Big Data in Internet of Things: A Survey | Sezer, Ömer Berat; Doğdu, Erdoğan; Özbayoğlu, Ahmet Murat |
| 6 | 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 |
| 7 | Nov-2020 | Deep Learning Based Hybrid Computational Intelligence Models for Options Pricing | Arin, Efe; Özbayoğlu, Ahmet Murat |
| 8 | 2021 | Deep learning-based investment strategy: technical indicator clustering and residual blocks | Maratkhan, Anuar; İlyassov, Ibrakhim; Aitzhanov, Madiyar; Demirci, Muhammed Fatih ; Özbayoğlu, Ahmet Murat |
| 9 | 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 |
| 10 | 2021 | Efficient computation of wireless sensor network lifetime through deep neural networks | Yılmaz, Muhammed; Özbayoğlu, Ahmet Murat ; Tavlı, Bülent |
| 11 | 2008 | Estimation of Hardgrove grindability index of Turkish coals by neural networks | Özbayoğlu, Gülhan; Özbayoğlu, Ahmet Murat ; Özbayoğlu, M. Evren |
| 12 | 2013 | An Experimental and Numerical Study of Two-phase Flow in Horizontal Eccentric Annuli | Sorgun, M.; Osgouei, R. E.; Özbayoğlu, M. E.; Özbayoğlu, Ahmet Murat |
| 13 | 2020 | Financial Trading Model with Stock Bar Chart Image Time Series with Deep Convolutional Neural Networks | Sezer, Ömer Berat; Özbayoğlu, Ahmet Murat |
| 14 | 2012 | Hole-Cleaning Performance of Gasified Drilling Fluids in Horizontal Well Sections | Özbayoğlu, E. M.; Osgouei, R. E.; Özbayoğlu, Ahmet Murat ; Yüksel, E. |
| 15 | 2022 | An industrially viable wavelet long-short term memory-deep multilayer perceptron-based approach to tool condition monitoring considering operational variability | Güdelek, M. Uğur; Serin, Gökberk; Özbayoğlu, Ahmet Murat ; Ünver, Hakkı Özgür |
| 16 | Aug-2019 | Neural network based instant parameter prediction for wireless sensor network optimization models | Akbaş, Ayhan; Yıldız, Hüseyin Uğur; Özbayoğlu, Ahmet Murat ; Tavlı, Bülent |
| 17 | 2015 | A New Model to Determine the Two-phase Drilling Fluid Behavior Through Horizontal Eccentric Annular Geometry, Part A: Flow Pattern Identification and Liquid Hold-up Estimation | Osgouei, Reza Ettehadi; Özbayoğlu, Mehmet Evren; Özbayoğlu, Ahmet Murat ; Yüksel, Ertan H. |
| 18 | 2015 | A New Model to Determine the Two-phase Drilling Fluid Behaviors through Horizontal Eccentric Annular Geometry, Part B: Frictional Pressure Losses Estimation | Osgouei, Reza Ettehadi; Özbayoğlu, Mehmet Evren; Özbayoğlu, Ahmet Murat ; Yüksel, Ertan H. |
| 19 | 2021 | A novel chatter detection method for milling using deep convolution neural networks | Şener, B.; Güdelek, M. U.; Özbayoğlu, Ahmet Murat ; Ünver, Hakkı Özgür |
| 20 | 2017 | An ontology-based multi-agent virtual enterprise system (OMAVE): part 1: domain model<bold>l</bold>ing and rule management | Sadigh, Bahram Lotfi; Ünver, Hakkı Özgür ; Nikghadam, Shahrzad; Doğdu, Erdoğan; Özbayoğlu, Ahmet Murat ; Kılıç, S. Engin |
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