| 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 | 2018 | Anomaly detection in vehicle traffic with image processing and machine learning | Sarıkan, Selim S.; Özbayoğlu, Ahmet Murat |
4 | 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. |
5 | 2018 | Automated generation of attack graphs using NVD | Aksu, M. Uğur; Bıçakcı, Kemal ; Dilek, M. H.; Özbayoğlu, Ahmet Murat ; Tatlı, E. İ. |
6 | 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 |
7 | 2017 | Automated Vehicle Classification with Image Processing and Computational Intelligence | Sarıkan, Selim S.; Özbayoğlu, Ahmet Murat ; Zilci, Oğuzhan |
8 | 5-Jul-2018 | Bitcoin movement prediction with text mining | Ceyhan, Kıvanç|Kurtulmaz, E.; Sert, Onur Can; Özyer, Tansel |
9 | 9-Jun-2015 | Boosting real-time recognition of hand posture and gesture for virtual mouse operations with segmentation | Öztürk, O.; Aksaç, Alper; Özyer, Tansel ; Alhajj, Reda |
10 | 2019 | BreCaHAD: A dataset for breast cancer histopathological annotation and diagnosis | Aksaç, Alper; Demetrick, D. J.; Özyer, Tansel ; Alhajj, Reda |
11 | 2015 | A Case Study for the Churn Prediction in Turksat Internet Service Subscription | Gök, Mehmet; Özyer, Tansel ; Jida, Jamal |
12 | 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 |
13 | 2016 | Classification of HIV data By Constructing A Social Network with Frequent Itemsets | Koçak, Yunuscan; Özyer, Tansel ; Alhajj, Reda |
14 | 2018 | Classification of Turkish Documents Using Paragraph Vector | Sarı, Mustafa; Özbayoğlu, Ahmet Murat |
15 | 2015 | Clustering Quality Improvement of k-means using a Hybrid Evolutionary Model | Karimov, Jeyhun; Özbayoğlu, Ahmet Murat |
16 | 2013 | Comparison of Classifiers for Chatter Detection | Tuğci, Recep; Çelen, V. Burak A.; Özbayoğlu, Murat |
17 | 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 |
18 | Jun-2017 | Complex networks driven salient region detection based on superpixel segmentation | Aksaç, Alper; Özyer, Tansel ; Alhajj, Reda |
19 | 20-Oct-2017 | A comprehensive approach for validating p53 binding site predictions | Özyer, Tansel ; Alhajj, Reda |
20 | 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. |