Bilgin Umut Deveci

According to our database, Bilgin Umut Deveci authored at least 7 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Transfer Learning Enabled Bearing Fault Detection Methods Based on Image Representations of Single-Dimensional Signals.

Bilgin Umut Deveci, Mert Celtikoglu, Özlem Albayrak, Perin Ünal, Pinar Kirci

Inf. Syst. Frontiers, August, 2024

A Domain-Aware Federated Learning Study for CNC Tool Wear Estimation.

Inci Sila Kaleli, Perin Ünal, Bilgin Umut Deveci, Özlem Albayrak, Ahmet Murat Özbayoglu

Proceedings of the Mobile Web and Intelligent Information Systems, 2024

2023

Optimisation of a Chemical Process by Using Machine Learning Algorithms with Surrogate Modeling.

Ozge Keremer, Fadil Can Malay, Bilgin Umut Deveci, Pinar Kirci, Perin Ünal

Proceedings of the Mobile Web and Intelligent Information Systems, 2023

2022

A Review: Sensors Used in Tool Wear Monitoring and Prediction.

Perin Ünal, Bilgin Umut Deveci, Ahmet Murat Özbayoglu

Proceedings of the Mobile Web and Intelligent Information Systems, 2022

A Thorough Analysis and Comparison of Data Communication Protocols Used in Industry 4.0: the Case of Smart-CNC.

Bilgin Umut Deveci, Hilal Bas, Emre Ummak, Özlem Albayrak, Perin Ünal

Proceedings of the 9th International Conference on Future Internet of Things and Cloud, 2022

A Big Data Application in Manufacturing Industry-Computer Vision to Detect Defects on Bearings.

Perin Ünal, Özlem Albayrak, Meerim Kubatova, Bilgin Umut Deveci, Ege Çirakman, Ç. Ipek Koçal, A. Murat Özbayoglu

Proceedings of the IEEE International Conference on Big Data, 2022

2021

A Comparison of Deep Transfer Learning Methods on Bearing Fault Detection.

Bilgin Umut Deveci, Mert Celtikoglu, Tilbe Alp, Özlem Albayrak, Perin Ünal, Pinar Kirci

Proceedings of the 8th International Conference on Future Internet of Things and Cloud, 2021