| 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 |
| 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. |
| Feb-2018 | Context-Aware Computing, Learning, and Big Data in Internet of Things: A Survey | Sezer, Ömer Berat; Doğdu, Erdoğan; Özbayoğlu, Ahmet Murat |
| 2017 | A Deep Neural-Network Based Stock Trading System Based on Evolutionary Optimized Technical Analysis Parameters | Sezer, Ömer Berat; Özbayoğlu, Ahmet Murat ; Doğdu, Erdoğan |
| 2015 | Development of a Smart Home Ontology and The Implementation of A Semantic Sensor Network Simulator: An Internet of Things Approach | Sezer, Ömer Berat; Can, Serdar Zafer; Doğdu, Erdoğan |
| 2016 | An Extended IoT Framework with Semantics, Big Data, and Analytics | Sezer, Ömer Berat; Doğdu, Erdoğan; Özbayoğlu, Murat; Önal, Aras |
| May-2020 | Financial time series forecasting with deep learning : A systematic literature review: 2005-2019 | Sezer, Ömer Berat; Güdelek, Mehmet Uğur; Özbayoğlu, Ahmet Murat |
| 2020 | Financial Trading Model with Stock Bar Chart Image Time Series with Deep Convolutional Neural Networks | Sezer, Ömer Berat; Özbayoğlu, Ahmet Murat |
| Jan-2019 | MIS-IoT: Modular Intelligent Server Based Internet of Things Framework with Big Data and Machine Learning | Önal, Aras Can; Sezer, Ömer Berat; Özbayoğlu, Murat; Doğdu, Erdoğan |
| 2017 | Weather Data Analysis and Sensor Fault Detection Using An Extended IoT Framework with Semantics, Big Data, and Machine Learning | Önal, Aras Can; Sezer, Ömer Berat; Özbayoğlu, Ahmet Murat ; Doğdu, Erdoğan |
| 2018 | Zaman serisi verilerinin derin yapay sinir ağları ile analizi ve eniyilemesi : Finansal tahmin algoritmaları | Sezer, Ömer Berat |
