Özlem Albayrak

23 papers A 2B 3C 1Journal 3Unranked 12
YearRankTypeTitle / Venue / Authors
2025 — conf
Real-Time Anomaly Detection in Industry 4.0 Using Asset Administration Shell.
MobiWIS
Fatih Kaya, Asya Ünal, Özlem Albayrak, Perin Ünal, Pinar Kirci
2025 — conf
Surface and Edge Defect Inspections on Metals Using Deep Learning and Optical Camera Data.
FiCloud
Asya Ünal, Yasar Kurt, Özlem Albayrak, L. Valentin, A. Salicio-Paz, Perin Ünal
2024 — conf
A Domain-Aware Federated Learning Study for CNC Tool Wear Estimation.
MobiWIS
Inci Sila Kaleli, Perin Ünal, Bilgin Umut Deveci, Özlem Albayrak, Ahmet Murat Özbayoglu
2024 — conf
A Tool Condition Monitoring Study to Support Circular Economy.
FiCloud
Inci Sila Kaleli, Perin Ünal, Bilgin Umut Deveci, Özlem Albayrak
2024 J jnl
Transfer Learning Enabled Bearing Fault Detection Methods Based on Image Representations of Single-Dimensional Signals.
Inf. Syst. Frontiers
Bilgin Umut Deveci, Mert Celtikoglu, Özlem Albayrak, Perin Ünal, Pinar Kirci
2023 B conf
A Study to Compare YOLO Family Models for Metal Surface Anomaly Detection.
IEEE Big Data
Abdüsselam Koç, Özlem Albayrak, Yasar Kurt, Perin Ünal
2022 B conf
A Big Data Application in Manufacturing Industry-Computer Vision to Detect Defects on Bearings.
IEEE Big Data
Perin Ünal, Özlem Albayrak, Meerim Kubatova, Bilgin Umut Deveci, Ege Çirakman, Ç. Ipek Koçal, A. Murat Özbayoglu
2022 — conf
A Thorough Analysis and Comparison of Data Communication Protocols Used in Industry 4.0: the Case of Smart-CNC.
FiCloud
Bilgin Umut Deveci, Hilal Bas, Emre Ummak, Özlem Albayrak, Perin Ünal
2022 — conf
Asset Administration Shell Generation and Usage for Digital Twins: A Case Study for Non-destructive Testing.
IN4PL
Fatih Yalliç, Özlem Albayrak, Perin Ünal
2022 B conf
Control System Design and Implementation Based on Big Data and Ontology.
IEEE Big Data
Seyithan Temel, Emre Ummak, Abdülkadir Tokgöz, Furkan Isik, Özlem Albayrak, Perin Ünal, A. Murat Özbayoglu
2022 — ch.
Data-Driven Artificial Intelligence and Predictive Analytics for the Maintenance of Industrial Machinery with Hybrid and Cognitive Digital Twins.
Technologies and Applications for Big Data Value
Perin Ünal, Özlem Albayrak, Moez Jomâa, Arne J. Berre
2021 — conf
A Comparison of Deep Transfer Learning Methods on Bearing Fault Detection.
FiCloud
Bilgin Umut Deveci, Mert Celtikoglu, Tilbe Alp, Özlem Albayrak, Perin Ünal, Pinar Kirci
2021 — conf
A Comparison of State-of-the-Art Machine Learning Algorithms on Fault Indication and Remaining Useful Life Determination by Telemetry Data.
FiCloud
Aras Firat Unal, Ali Yuce Kaleli, Emre Ummak, Özlem Albayrak
2021 J jnl
A Workflow for Synthetic Data Generation and Predictive Maintenance for Vibration Data.
Inf.
Sahan Yoruç Selçuk, Perin Ünal, Özlem Albayrak, Moez Jomâa
2021 — conf
Performance Analysis of Machine Learning Models for Object Recognition in Underwater Video Images.
SIU
Baris Güney Özdilli, Mustafa Bora Arslan, Tilbe Alp, Özlem Albayrak, Perin Ünal, Özlem Bozkurt, A. Murat Özbayoglu
2015 — conf
Instructor's Acceptance of Games Utilization in Undergraduate Software Engineering Education: A Pilot Study in Turkey.
GAS@ICSE
Özlem Albayrak
2014 J jnl
Investigation of individual factors impacting the effectiveness of requirements inspections: a replicated experiment.
Empir. Softw. Eng.
Özlem Albayrak, Jeffrey C. Carver
2014 — ch.
Software Quality and Model-Based Process Improvement.
Computing Handbook, 3rd ed. (1)
Baris Özkan, Özlem Albayrak, Onur Demirörs
2014 — conf
UML Diyagramları Kullanımının Yazılım Gerekleri Gözden Geçirme Performansına Etkileri: Bir Replikasyon Çalışması.
UYMS
Özlem Albayrak
2010 A conf
Impact of maintainability defects on code inspections.
ESEM
Özlem Albayrak, David Davenport
2009 A conf
An experiment to observe the impact of UML diagrams on the effectiveness of software requirements inspections.
ESEM
Özlem Albayrak
2009 — conf
ISDE 2009 PC Co-chairs' Message.
OTM Workshops
Alok Mishra, Deepti Mishra, Özlem Albayrak
2009 C conf
Incomplete Software Requirements and Assumptions Made by Software Engineers.
APSEC
Özlem Albayrak, Hülya Kurtoglu, Mert Biçakçi