Özlem Albayrak

According to our database, Özlem Albayrak authored at least 20 papers between 2009 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

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

A Study to Compare YOLO Family Models for Metal Surface Anomaly Detection.

Abdüsselam Koç, Özlem Albayrak, Yasar Kurt, Perin Ünal

Proceedings of the IEEE International Conference on Big Data, 2023

2022

Asset Administration Shell Generation and Usage for Digital Twins: A Case Study for Non-destructive Testing.

Fatih Yalliç, Özlem Albayrak, Perin Ünal

Proceedings of the 3rd International Conference on Innovative Intelligent Industrial Production and Logistics, 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

Control System Design and Implementation Based on Big Data and Ontology.

Seyithan Temel, Emre Ummak, Abdülkadir Tokgöz, Furkan Isik, Özlem Albayrak, Perin Ünal, A. Murat Özbayoglu

Proceedings of the IEEE International Conference on Big Data, 2022

Data-Driven Artificial Intelligence and Predictive Analytics for the Maintenance of Industrial Machinery with Hybrid and Cognitive Digital Twins.

Perin Ünal, Özlem Albayrak, Moez Jomâa, Arne J. Berre

Proceedings of the Technologies and Applications for Big Data Value, 2022

2021

A Workflow for Synthetic Data Generation and Predictive Maintenance for Vibration Data.

Sahan Yoruç Selçuk, Perin Ünal, Özlem Albayrak, Moez Jomâa

Inf., 2021

Performance Analysis of Machine Learning Models for Object Recognition in Underwater Video Images.

Baris Güney Özdilli, Mustafa Bora Arslan, Tilbe Alp, Özlem Albayrak, Perin Ünal, Özlem Bozkurt, A. Murat Özbayoglu

Proceedings of the 29th Signal Processing and Communications Applications Conference, 2021

A Comparison of State-of-the-Art Machine Learning Algorithms on Fault Indication and Remaining Useful Life Determination by Telemetry Data.

Aras Firat Unal, Ali Yuce Kaleli, Emre Ummak, Özlem Albayrak

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

2015

Instructor's Acceptance of Games Utilization in Undergraduate Software Engineering Education: A Pilot Study in Turkey.

Özlem Albayrak

Proceedings of the 4th IEEE/ACM International Workshop on Games and Software Engineering, 2015

2014

Investigation of individual factors impacting the effectiveness of requirements inspections: a replicated experiment.

Özlem Albayrak, Jeffrey C. Carver

Empir. Softw. Eng., 2014

UML Diyagramları Kullanımının Yazılım Gerekleri Gözden Geçirme Performansına Etkileri: Bir Replikasyon Çalışması.

Özlem Albayrak

Proceedings of the 8th Turkish National Software Engineering Symposium, 2014

Software Quality and Model-Based Process Improvement.

Baris Özkan, Özlem Albayrak, Onur Demirörs

Proceedings of the Computing Handbook, 2014

2010

Impact of maintainability defects on code inspections.

Özlem Albayrak, David Davenport

Proceedings of the International Symposium on Empirical Software Engineering and Measurement, 2010

2009

ISDE 2009 PC Co-chairs' Message.

Alok Mishra, Deepti Mishra, Özlem Albayrak

Proceedings of the On the Move to Meaningful Internet Systems: OTM 2009 Workshops, 2009

An experiment to observe the impact of UML diagrams on the effectiveness of software requirements inspections.

Özlem Albayrak

Proceedings of the Third International Symposium on Empirical Software Engineering and Measurement, 2009

Incomplete Software Requirements and Assumptions Made by Software Engineers.

Özlem Albayrak, Hülya Kurtoglu, Mert Biçakçi

Proceedings of the 16th Asia-Pacific Software Engineering Conference, 2009