| Issue Date | Title | Author(s) |
1 | 2022 | Deep Learning Based Hybrid Computational Intelligence Models for Options Pricing | Arin, Efe; Özbayoğlu, Ahmet Murat |
2 | 2021 | Deep learning-based investment strategy: technical indicator clustering and residual blocks | Maratkhan, Anuar; İlyassov, Ibrakhim; Aitzhanov, Madiyar; Demirci, Muhammed Fatih ; Özbayoğlu, Ahmet Murat |
3 | 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 |
4 | 2021 | Efficient computation of wireless sensor network lifetime through deep neural networks | Yılmaz, Muhammed; Özbayoğlu, Ahmet Murat ; Tavlı, Bülent |
5 | 2020 | Financial Trading Model with Stock Bar Chart Image Time Series with Deep Convolutional Neural Networks | Sezer, Ömer Berat; Özbayoğlu, Ahmet Murat |
6 | 2023 | Implementation of Neuro-Inspired Arithmetic and Logic Circuits | Karamüftüoğlu, Mustafa Altay; Bozbey, Ali ; Özbayoğlu, Murat |
7 | 2022 | An industrially viable wavelet long-short term memory-deep multilayer perceptron-based approach to tool condition monitoring considering operational variability | Güdelek, M. Uğur; Serin, Gökberk; Özbayoğlu, Ahmet Murat ; Ünver, Hakkı Özgür |
8 | 2022 | Menu Optimization for Multi-Profile Customer Systems on Large Scale Data | Karimov, Jeyhun; Özbayoğlu, Murat ; Tavlı, Bülent ; Doğdu, Erdoğan |
9 | 2021 | A novel chatter detection method for milling using deep convolution neural networks | Şener, B.; Güdelek, M. U.; Özbayoğlu, Ahmet Murat ; Ünver, Hakkı Özgür |
10 | 2021 | Optimization of Flow Rate and Pipe Rotation Speed Considering Effective Cuttings Transport Using Data-Driven Models | Özbayoğlu, Evren; Özbayoğlu, Murat ; Özdilli, Barış Güney; Erge, Öney |
11 | 2021 | Precision and energy-efficient ball-end milling of Ti6Al4V turbine blades using particle swarm optimization | Kahya, Müge; Özbayoğlu, Murat ; Ünver, Hakkı Özgür |