| 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 |
