Bilgin Umut Deveci

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 6

Top Topics

Transfer Learning

Machine Learning

Fault Detection

Top Venues

Publications

Inci Sila Kaleli, Perin Ünal, Bilgin Umut Deveci, Özlem Albayrak, Ahmet Murat Özbayoglu
A Domain-Aware Federated Learning Study for CNC Tool Wear Estimation. MobiWIS (2024)
Ozge Keremer, Fadil Can Malay, Bilgin Umut Deveci, Pinar Kirci, Perin Ünal
Optimisation of a Chemical Process by Using Machine Learning Algorithms with Surrogate Modeling. MobiWIS (2023)
Perin Ünal, Bilgin Umut Deveci, Ahmet Murat Özbayoglu
A Review: Sensors Used in Tool Wear Monitoring and Prediction. MobiWIS (2022)
Bilgin Umut Deveci, Hilal Bas, Emre Ummak, Özlem Albayrak, Perin Ünal
A Thorough Analysis and Comparison of Data Communication Protocols Used in Industry 4.0: the Case of Smart-CNC. FiCloud (2022)
Perin Ünal, Özlem Albayrak, Meerim Kubatova, Bilgin Umut Deveci, Ege Çirakman, Ç. Ipek Koçal, A. Murat Özbayoglu
A Big Data Application in Manufacturing Industry-Computer Vision to Detect Defects on Bearings. Big Data (2022)
Bilgin Umut Deveci, Mert Celtikoglu, Tilbe Alp, Özlem Albayrak, Perin Ünal, Pinar Kirci
A Comparison of Deep Transfer Learning Methods on Bearing Fault Detection. FiCloud (2021)