| 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 | 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. |
4 | 2018 | Automated generation of attack graphs using NVD | Aksu, M. Uğur; Bıçakcı, Kemal ; Dilek, M. H.; Özbayoğlu, Ahmet Murat ; Tatlı, E. İ. |
5 | 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 |
6 | 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 |
7 | 2021 | Channel Characterization for Aircraft Integrated Antennas via Machine Learning | Aksan, Yasin; Yüksel, Melda; Özbayoğlu, A. Murat |
8 | 2018 | Classification of Turkish Documents Using Paragraph Vector | Sarı, Mustafa; Özbayoğlu, Ahmet Murat |
9 | 2013 | Comparison of Classifiers for Chatter Detection | Tuğci, Recep; Çelen, V. Burak A.; Özbayoğlu, Murat |
10 | 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. |
11 | Feb-2018 | Context-Aware Computing, Learning, and Big Data in Internet of Things: A Survey | Sezer, Ömer Berat; Doğdu, Erdoğan; Özbayoğlu, Ahmet Murat |
12 | 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 |
13 | 2022 | Deep Learning Based Hybrid Computational Intelligence Models for Options Pricing | Arin, Efe; Özbayoğlu, Ahmet Murat |
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 | Aug-2020 | Deep learning for financial applications: A survey | Özbayoğlu, Ahmet Murat ; Güdelek, M. U.; Sezer, O. B. |
16 | 2017 | Deep Learning of Micro-Doppler Features for Aided and Unaided Gait Recognition | Seyfioğlu, Mehmet Saygın; Gürbüz, Sevgi Zübeyde; Özbayoğlu, Ahmet Murat ; Yüksel, Melda |
17 | 2021 | Deep learning-based investment strategy: technical indicator clustering and residual blocks | Maratkhan, Anuar; İlyassov, Ibrakhim; Aitzhanov, Madiyar; Demirci, Muhammed Fatih ; Özbayoğlu, Ahmet Murat |
18 | 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 |
19 | 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 |
20 | 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 |