| Issue Date | Title | Author(s) |
| 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 |
| 2021 | A Comparison of Deep Transfer Learning Methods on Bearing Fault Detection | Deveci, B.U.; Çeltikoğlu, M.; Alp, T.; Albayrak, O.; Ünal, P.; Kırcı, P. |
| 2022 | Control System Design and Implementation Based on Big Data and Ontology | Temel, S.; Ummak, E.; Tokgöz, A.; Işık, F.; Albayrak, O.; Ünal, P.; Özbayoğlu, M. |
| 2024 | A Domain-Aware Federated Learning Study for Cnc Tool Wear Estimation | Kaleli, I.S.; Unal, P.; Deveci, B.U.; Albayrak, O.; Ozbayoglu, A.M. |
| 2021 | Performance Analysis of Machine Learning Models for Object Recognition in Underwater Video Images | Özdilli, B.G.; Arslan, M.B.; Alp, T.; Albayrak, O.; Ünal, P.; Bozkurt, O.; Özbayoğlu, A. Murat |
| 2022 | A Thorough Analysis and Comparison of Data Communication Protocols Used in Industry 4.0: the Case of Smart-Cnc | Deveci, B.U.; Bas, H.; Ummak, E.; Albayrak, O.; Unal, P. |
