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| Issue Date | Title | Author(s) |
| Sep-2018 | Algorithmic financial trading with deep convolutional neural networks: Time series to image conversion approach | Sezer, Ömer Berat; Özbayoğlu, Ahmet Murat |
| 2012 | Analysis of gas-liquid behavior in eccentric horizontal annuli with image processing and artificial intelligence techniques | Özbayoğlu, Ahmet Murat ; Yüksel, H. Ertan |
| 2009 | Anlık görüntüden nesne çıkarımı ve otomatik nesne takibi uygulaması | Gül, Gökay Gökser |
| 2018 | Anomaly detection in vehicle traffic with image processing and machine learning | Sarıkan, Selim S.; Özbayoğlu, Ahmet Murat |
| 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. |
| 2018 | Automated generation of attack graphs using NVD | Aksu, M. Uğur; Bıçakcı, Kemal ; Dilek, M. H.; Özbayoğlu, Ahmet Murat ; Tatlı, E. İ. |
| 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 |
| 2017 | Automated Vehicle Classification with Image Processing and Computational Intelligence | Sarıkan, Selim S.; Özbayoğlu, Ahmet Murat ; Zilci, Oğuzhan |
| 2008 | Bayes teoremi ve yapay sinir ağları modelleriyle borsa gelecek değer tahmini uygulaması | Bahadır, İsmet |
| 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 |
| 2009 | Bina içi konumlandırma sistemi | Kök, İstemihan Şahin |
| 2016 | Büyük veri algoritmalarıyla büyük şehirlerin trafik problemlerinin incelenmesi | Küçükayan, Yusuf Gökhan |
| 2021 | Channel Characterization for Aircraft Integrated Antennas via Machine Learning | Aksan, Yasin; Yüksel, Melda; Özbayoğlu, A. Murat |
| 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 |
| 2018 | Classification of Turkish Documents Using Paragraph Vector | Sarı, Mustafa; Özbayoğlu, Ahmet Murat |
| 2015 | Clustering Quality Improvement of k-means using a Hybrid Evolutionary Model | Karimov, Jeyhun; Özbayoğlu, Ahmet Murat |
| 2011 | Coğrafi ve meteorolojik parametrelere bağlı olarak orman yangınının verdiği zararın yapay zeka yöntemleriyle tespiti | Bozer, Recep |
| 2008 | Comparison of Bayesian Estimation and Neural Network Model in Stock Market Trading | Özbayoğlu, Ahmet Murat ; Bahadır, İsmet |
| 2013 | Comparison of Classifiers for Chatter Detection | Tuğci, Recep; Çelen, V. Burak A.; Özbayoğlu, Murat |
| 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 |
