| Issue Date | Title | Author(s) |
1 | 2021 | Analysing SEER cancer data using signed maximal frequent itemset networks | Kocak, Yunuscan; Ozyer, Tansel |
2 | 2021 | Analysis and Comparison of Honeypot Activities on Two ISP Networks | Yener, Devran; Özyer, Tansel ; Kugu E. |
3 | May-2020 | Analysis and prediction in sparse and high dimensional text data: The case of Dow Jones stock market | Sert, Onur Can; Şahin, Salih Doruk; Özyer, Tansel ; Alhajj, Reda |
4 | 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 |
5 | 2021 | CACTUS: A Digital Tool for Quality Assurance, Education and Evaluation in Surgical Pathology | Aksaç, Alper; Demetrick, Douglas J.; Box, Adrian; DiFrancesco, Lisa; Minoo, Parham; Özyer, Tansel ; Rokne, Jon |
6 | 2021 | Channel Characterization for Aircraft Integrated Antennas via Machine Learning | Aksan, Yasin; Yüksel, Melda; Özbayoğlu, A. Murat |
7 | 2022 | Deep Learning Based Hybrid Computational Intelligence Models for Options Pricing | Arin, Efe; Özbayoğlu, Ahmet Murat |
8 | Aug-2020 | Deep learning for financial applications: A survey | Özbayoğlu, Ahmet Murat ; Güdelek, M. U.; Sezer, O. B. |
9 | 2021 | Deep learning-based investment strategy: technical indicator clustering and residual blocks | Maratkhan, Anuar; İlyassov, Ibrakhim; Aitzhanov, Madiyar; Demirci, Muhammed Fatih ; Özbayoğlu, Ahmet Murat |
10 | 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 |
11 | 2021 | A Deep Neural Network Model for Stock Investment Recommendation by Considering the Stock Market as a Time Graph | Keskin, Mustafa Mert; Yılmaz, Muhammed; Özbayoğlu, Ahmet Murat |
12 | 2021 | Driver drowsiness detection by employing CNN and DLIB | Ali N.; Hasan I.; Özyer, Tansel ; Alhajj R. |
13 | 2021 | Efficient computation of wireless sensor network lifetime through deep neural networks | Yılmaz, Muhammed; Özbayoğlu, Ahmet Murat ; Tavlı, Bülent |
14 | 2021 | Estimation of cuttings concentration and frictional pressure losses during drilling using data-driven models | Özbayoğlu, Murat ; Özbayoğlu, E.; Özdilli, B.G.; Erge, O. |
15 | 2022 | An Evaluation Study of EMD, EEMD, and VMD For Chatter Detection in Milling | Seyrek, Pelin; Sener, Batihan; Özbayoğlu, Ahmet Murat ; Ünver, Hakkı Özgür |
16 | May-2020 | Financial time series forecasting with deep learning : A systematic literature review: 2005-2019 | Sezer, Ömer Berat; Güdelek, Mehmet Uğur; Özbayoğlu, Ahmet Murat |
17 | 2020 | Financial Trading Model with Stock Bar Chart Image Time Series with Deep Convolutional Neural Networks | Sezer, Ömer Berat; Özbayoğlu, Ahmet Murat |
18 | 2021 | Human action recognition approaches with video datasets-A survey | Ozyer, Tansel ; Ak, Duygu Selin; Alhajj, Reda |
19 | 2022 | Hybrid Method by Integrating Deep Reinforcement Learning and Heuristics Approach for Capacitated Vehicle Routing Problem | Aktaş, Y.F.; Özbayoğlu, A.M. |
20 | 2023 | Implementation of Neuro-Inspired Arithmetic and Logic Circuits | Karamüftüoğlu, Mustafa Altay; Bozbey, Ali ; Özbayoğlu, Murat |