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Asset Administration Shell Tool Comparison: A Case Study with Real Digital Twins Used in Petrochemical Industry Kaya F., Şanlı E., Albayrak Ö., Ünal P., Kırcı P. SENSORS , vol.25, no.7, pp.1-24, 2025 (SCI-Expanded)
Transfer Learning Enabled Bearing Fault Detection Methods Based on Image Representations of Single-Dimensional Signals Deveci B. U., Celtikoglu M., Albayrak Ö., Unal P., KIRCI P. Information Systems Frontiers , vol.26, no.4, pp.1345-1397, 2024 (SCI-Expanded, Scopus)
Hybrid and cognitive digital twins for the process industry Johansen S., Ünal P., ALBAYRAK Ö., Ikonen E., Linnenstad K. J., Jawahery S., et al. Open Engineering , vol.13, no.1, pp.20220418-13, 2023 (Scopus)
Sensörsüz Seri Elastik Tekniği ile Bir Kablo Sürümlü Düzlemsel Mekanizmanın Kontrolü Kunduz İ., Durmaz A., ALBAYRAK Ö., Alp T., Ünal P., ANKARALI M. M. Avrupa Bilim ve Teknoloji Dergisi , no.41, pp.324-330, 2022 (TRDizin)
A Workflow for Synthetic Data Generation and Predictive Maintenance for Vibration Data Selçuk Ş. Y., Ünal P., ALBAYRAK Ö., Jomaa M. INFORMATION (SWITZERLAND) , vol.12, no.10, pp.386, 2021 (ESCI, Scopus)
Investigation of individual factors impacting the effectiveness of requirements inspections: A replicated experiment Albayrak Ö., Carver J. C. Empirical Software Engineering , vol.19, no.1, pp.241-266, 2014 (SCI-Expanded, Scopus)
ISDE 2009 PC co-chairs' message Mishra A., Mishra D., Albayrak Ö. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) , vol.5872 LNCS, pp.226-227, 2009 (Scopus)
The Impact of Software Development Companies on Software Engineers Responses to Incomplete Requirements ALBAYRAK Ö., ALBAYRAK D. International Journal of Information Studies , vol.1, no.4, pp.272-279, 2009 (Peer-Reviewed Journal)
Instructor-Related Factors Affecting Game Utilization in Software Engineering Education: A Replication Study ALBAYRAK Ö., ALBAYRAK D. in: Handbook of Research on Decision-Making Capabilities Improvement With Serious Games, Correia Anacleto, Simões-Marques Mário, Editor, Routledge, London/New York, Lancaster, pp.151-175, 2023
Data-Driven Artificial Intelligence and Predictive Analytics for the Maintenance of Industrial Machinery with Hybrid and Cognitive Digital Twins Ünal P., ALBAYRAK Ö., Jomaa M., Berre A. J. in: Technologies and Applications for Big Data Value, Curry E., Auer S., Berre A.J., Metzger A., Perez M.S., Zillner S., Editor, Springer Cham, Cham, pp.299-319, 2022
Software Quality and Model-Based Software Improvement ÖZKAN B., ALBAYRAK Ö., DEMİRÖRS O. in: Computing Handbook Third Edition Computer Science and Software Engineering, Teofilo Gonzalez, Jorge Diaz-Herrera, Allen Tucker, Editor, Chapman and Hall/CRC, Boca Raton, pp.791-801, 2014
Solutions to Challenges of Teaching “Software Analysis and Designİ ALBAYRAK Ö. in: Systems Analysis and Design for Advanced Modeling Methods Best Practices, A. Bajaj and S. Wrycza, Editor, Routledge, London/New York, New York, pp.68-87, 2009
Surface and Edge Defect Inspections on Metals Using Deep Learning and Optical Camera Data Ünal A., ALBAYRAK Ö., Kurt Y., Valentin L., Salicio-Paz A., Ünal P. The 12 th International Conference on Future Internet of Things and Cloud (FiCloud 2025), İstanbul, Turkey, 11 August 2025, (Full Text)
Real-Time Anomaly Detection in Industry 4.0 Using Asset Administration Shell KAYA F., Ünal A., ALBAYRAK Ö., Ünal P., KIRCI P. The 12 th International Conference on Future Internet of Things and Cloud (FiCloud 2025), İstanbul, Turkey, 11 August 2025, (Full Text)
A Domain-Aware Federated Learning Study for CNC Tool Wear Estimation Kaleli I. S., Unal P., Deveci B. U., Albayrak Ö., Ozbayoglu A. M. 20th International Conference on Mobile Web and Intelligent Information Systems, MobiWIS 2024, Vienna, Austria, 19 - 21 August 2024, vol.14792 LNCS, pp.250-265, (Full Text)
Impact of Topic and Video-Based Learning in Programming on Students’ Performance: A Pilot Study in Undergraduate Engineering Education Bilgi B., Albayrak Ö., Çopur M. The European Conference on Education, London, England, 10 - 15 July 2024, pp.313-324, (Full Text)
A Tool Condition Monitoring Study to Support Circular Economy Kaleli İ. S., Ünal P., Deveci B. U., ALBAYRAK Ö. 11th International Conference on Future Internet of Things and Cloud (FiCloud), Vienna, Austria, 19 - 21 August 2024, pp.146-151, (Full Text)
A Study to Compare YOLO Family Models for Metal Surface Anomaly Detection Koç A., Albayrak Ö., Kurt Y., Ünal P. 2023 IEEE International Conference on Big Data, Naples, Italy, 15 December 2023, pp.5835-5841, (Full Text)
Impact of Digital Twin Technology Utilization in Manufacturing on Sustainability: An Industrial Case Study Ünal A. F., ALBAYRAK Ö., Ünal P. 2023 Portland International Conference on Management of Engineering and Technology (PICMET), Monterrey, Mexico, 23 - 27 July 2023, pp.1-10, (Full Text)
Control System Design and Implementation Based on Big Data and Ontology Temel S., Ummak E., Tokgöz A., Işık F., ALBAYRAK Ö., Ünal P., et al. IEEE International Conference on Big Data, Osaka, Japan, 17 December 2022, (Full Text)
A Big Data Application in Manufacturing Industry- Computer Vision to Detect Defects on Bearings Ünal P., ALBAYRAK Ö., Kubatova M., Deveci B. U., Çırakman E., Koçal İ., et al. IEEE International Conference on Big Data, Osaka, Japan, 17 December 2022, pp.6074-6083, (Full Text)
A Thorough Analysis and Comparison of Data Communication Protocols Used in Industry 4.0: the Case of Smart-CNC Deveci B. U., Baş H., Ummak E., ALBAYRAK Ö., Ünal P. 9th International Conference on Future Internet of Things and Cloud (FiCloud), Roma, Italy, 22 August 2022, pp.199-206, (Full Text)
Asset Administration Shell Generation and Usage for Digital Twins: A Case Study for Non-Destructive Testing Yallıç F., ALBAYRAK Ö., Ünal P. International Workshop on Emerging Trends and Case-Studies in Industry 4.0 and Intelligent Manufacturing, Valletta, Malta, 24 - 26 October 2022, pp.299-306, (Full Text)
Smart Steel Pipe Production Plant via Cognitive Digital Twins: A Case Study on Digitalization of Spiral Welded Pipe Machinery ALBAYRAK Ö., Ünal P. Cybersecurity workshop by European Steel Technology Platform, Pisa, Italy, 15 October 2020, pp.132-143, (Full Text)
Digitalization of a Steel Pipe Production Factory: STEEL4. 0-A Family of Products Developed on Routes from Industry 3.0 to Industry 4.0. ALBAYRAK Ö., Ünal P. The Fourth International Iron and Steel Symposium, Karabük, Turkey, 01 April 2021, pp.271-274, (Full Text)
A Comparison of Deep Transfer Learning Methods on Bearing Fault Detection Deveci B. U., Çeltikoğlu M., Alp T., ALBAYRAK Ö., Ünal P., KIRCI P. 8th International Conference on Future Internet of Things and Cloud, Roma, Italy, 23 August 2022, pp.285-292, (Full Text)
A Comparison of State-of-the-Art Machine Learning Algorithms on Fault Indication and Remaining Useful Life Determination by Telemetry Data Ünal A. F., Kaleli A. Y., Ummak E., ALBAYRAK Ö. 8th International Conference on Future Internet of Things and Cloud, Roma, Italy, 23 August 2021, pp.79-85, (Full Text)
Performance Analysis of Machine Learning Models for Object Recognition in Underwater Video Images Özdilli B. G., Arslan M. B., Alp T., ALBAYRAK Ö., Ünal P., Bozkurt Ö., et al. 29th Signal Processing and Communications Applications Conference, İstanbul, Turkey, 09 June 2021, pp.1-4, (Full Text)
Sanal Gerçeklik ve Artırılmış Gerçeklik Teknolojilerinin Korku ve Heyecan ile Başetmede Kullanımı: Literatür İncelemesi ALBAYRAK Ö., ALBAYRAK D. 7. Ulusal Savunma Uygulamaları Modelleme ve Simülasyon Konferansı, Ankara, Turkey, 21 - 23 November 2017, pp.398-409, (Full Text)
Instructor's Acceptance of Games Utilization in Undergraduate Software Engineering Education: A Pilot Study in Turkey ALBAYRAK Ö. IEEE/ACM 4th International Workshop on Games and Software Engineering, Floransa, Italy, 18 May 2015, pp.43-49, (Full Text)
UML Diyagramları Kullanımın Yazılım Gerekleri Gözden Geçirme Performansına Etkileri: Bir Replikasyon Çalışması ALBAYRAK Ö. 8. Ulusal Yazılım Mühendisliği Sempozyumu, Güzelyurt, Cyprus (Kktc), 08 September 2014, pp.431-442, (Full Text)
Impact of Maintainability Defects on Code Inspections ALBAYRAK Ö., Davenport D. AACM-IEEE International Symposium on Empirical Software Engineering and Measurement, Bolzano, Italy, 16 September 2010, pp.1-4, (Full Text)
Are software engineers' responses to incomplete requirements related to project characteristics? Albayrak Ö., Albayrak D., Kiliç T. 2nd International Conference on the Applications of Digital Information and Web Technologies, ICADIWT 2009, London, England, 4 - 06 August 2009, pp.124-129, (Full Text)
A study to observe relations between software engineers' responses to incomplete requirements and requirements volatility Albayrak Ö., Bicakci M., Bozkurt H. 2009 International Conference on Software Engineering Theory and Practice, SETP 2009, Orlando, FL, United States Of America, 13 - 16 July 2009, pp.1-7, (Full Text)
Incomplete Software Requirements and Assumptions Made by Software Engineers ALBAYRAK Ö., Kurtoğlu H., Bıçskçı M. 16th Asia Pacific Software Engineering Conference, Penang, Malaysia, 1 - 03 December 2009, pp.333-339, (Full Text)
An Experiment to Observe the Impact of UML Diagrams on the Effectiveness of Software Requirements Inspections ALBAYRAK Ö. The Third International Symposium on Empirical Software Engineering and Measurement, Buenavista, Mexico, 15 - 17 October 2009, pp.506-510, (Full Text)
Are Software Engineers s Responses to Incomplete Requirements Related to Project Characteristics ALBAYRAK Ö., ALBAYRAK D., Kılıç T. The Second International Conference on the Applications of Digital Information and Web Technologies, London, Canada, 4 - 06 August 2009, pp.124-129, (Full Text)
Yazılım Mühendisligi Egitimi Gereksinim Belirleme ve Analiz Asamasına Yönelik Deneyim ve Uygulamalar ALBAYRAK Ö. III. Ulusal Yazılım Mühendisligi Sempozyumu ve Sergisi, Ankara, Turkey, 27 - 30 September 2007, vol.1, pp.15-18, (Full Text)
Experiences of Teaching Systems Analysis and Design to Undergraduate Software Engineers ALBAYRAK Ö. 2nd AISSIGAND European Symposium on Systems Analysis and Design, Sopot, Poland, 5 - 07 June 2007, pp.109-115, (Full Text)
Management and Diffusion of Technology for Disaster Management ALBAYRAK Ö. Technology Management for the Global Future, İstanbul, Turkey, 08 July 2006, pp.1742-1748, (Full Text)
Bilgisayar mühendisliği eğitimine katkısı olacak öneriler ALBAYRAK Ö. Elektrik-Elektronik Bilgisayar Mühendislikleri Eğitimi Sempozyumu, Ankara, Turkey, 30 April 2003, (Full Text)