Özlem Albayrak

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 10

Top Topics

Machine Learning

Software Engineering Education

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)
Abdüsselam Koç, Özlem Albayrak, Yasar Kurt, Perin Ünal
A Study to Compare YOLO Family Models for Metal Surface Anomaly Detection. BigData (2023)
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)
Seyithan Temel, Emre Ummak, Abdülkadir Tokgöz, Furkan Isik, Özlem Albayrak, Perin Ünal, A. Murat Özbayoglu
Control System Design and Implementation Based on Big Data and Ontology. Big Data (2022)
Fatih Yalliç, Özlem Albayrak, Perin Ünal
Asset Administration Shell Generation and Usage for Digital Twins: A Case Study for Non-destructive Testing. IN4PL (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)
Aras Firat Unal, Ali Yuce Kaleli, Emre Ummak, Özlem Albayrak
A Comparison of State-of-the-Art Machine Learning Algorithms on Fault Indication and Remaining Useful Life Determination by Telemetry Data. FiCloud (2021)
Baris Güney Özdilli, Mustafa Bora Arslan, Tilbe Alp, Özlem Albayrak, Perin Ünal, Özlem Bozkurt, A. Murat Özbayoglu
Performance Analysis of Machine Learning Models for Object Recognition in Underwater Video Images. SIU (2021)
Sahan Yoruç Selçuk, Perin Ünal, Özlem Albayrak, Moez Jomâa
A Workflow for Synthetic Data Generation and Predictive Maintenance for Vibration Data. Inf. 12 (10) (2021)
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)
Özlem Albayrak
Instructor's Acceptance of Games Utilization in Undergraduate Software Engineering Education: A Pilot Study in Turkey. GAS@ICSE (2015)
Özlem Albayrak, Jeffrey C. Carver
Investigation of individual factors impacting the effectiveness of requirements inspections: a replicated experiment. Empir. Softw. Eng. 19 (1) (2014)
Özlem Albayrak
UML Diyagramları Kullanımının Yazılım Gerekleri Gözden Geçirme Performansına Etkileri: Bir Replikasyon Çalışması. UYMS (2014)
Özlem Albayrak, David Davenport
Impact of maintainability defects on code inspections. ESEM (2010)
Özlem Albayrak
An experiment to observe the impact of UML diagrams on the effectiveness of software requirements inspections. ESEM (2009)
Özlem Albayrak, Hülya Kurtoglu, Mert Biçakçi
Incomplete Software Requirements and Assumptions Made by Software Engineers. APSEC (2009)
Alok Mishra, Deepti Mishra, Özlem Albayrak
ISDE 2009 PC Co-chairs' Message. OTM Workshops (2009)