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Özlem Albayrak

Observed names: Albayrak, O., Ozlem Albayrak, Özlem ALBAYRAK, Özlem KARADAĞ ALBAYRAK, Özlem Karadağ Albayrak, özlem karadag albayrak, özlem karadağ albayrak
Institution: Kafkas University
ORCID: 0000-0003-0832-0490
Observed ORCID: 0000-0003-0832-0490
OpenAlex ID: A5082590088
Data-Driven Artificial Intelligence and Predictive Analytics for the Maintenance of Industrial Machinery with Hybrid and Cognitive Digital Twins
2022 · Perin Unal, Özlem Albayrak, et al. · Springer eBooks · 44
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Transfer Learning Enabled Bearing Fault Detection Methods Based on Image Representations of Single-Dimensional Signals
2023 · Bilgin Umut Deveci, Mert Celtikoglu, et al. · Information Systems Frontiers · 39
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Impact of Digital Twin Technology Utilization in Manufacturing on Sustainability: An Industrial Case Study
2023 · A. Fırat Ünal, Özlem Albayrak, et al. · Portland International Conference on Management of Engineering and Technology (PICMET) · 26
Investigation of individual factors impacting the effectiveness of requirements inspections: a replicated experiment
2012 · Özlem Albayrak, Jeffrey C. Carver · Empirical Software Engineering · 24
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A Workflow for Synthetic Data Generation and Predictive Maintenance for Vibration Data
2021 · Şahan Yoruç Selçuk, Perin Ünal, et al. · Information · 20
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Hybrid and cognitive digital twins for the process industry
2023 · Stein Tore Johansen, Perin Unal, et al. · Open Engineering · 18
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Incomplete Software Requirements and Assumptions Made by Software Engineers
2009 · Ozlem Albayrak, Hulya Kurtoglu, et al. · Asia-Pacific Software Engineering Conference (APSEC) · 16
Impact of maintainability defects on code inspections
2010 · Özlem Albayrak, David Davenport · Proceedings of the ... ACM-IEEE International Symposium on Empirical Software Engineering and Measurement/International Symposium on Empirical Software Engineering and Measurement · 15
Asset Administration Shell Tool Comparison: A Case Study with Real Digital Twins Used in Petrochemical Industry
2025 · Fatih Kaya, Ezgi Şanlı, et al. · Sensors · 13
A Comparison of Deep Transfer Learning Methods on Bearing Fault Detection
2021 · Bilgin Umut Deveci, Mert Celtikoglu, et al. · International Conference on Future Internet of Things and Cloud (FiCloud) · 13
Smart Steel Pipe Production Plant via Cognitive Digital Twins: A Case Study on Digitalization of Spiral Welded Pipe Machinery
2021 · Özlem Albayrak, Perin Ünal · Advances in intelligent systems and computing · 13
Asset Administration Shell Generation and Usage for Digital Twins: A Case Study for Non-destructive Testing
2022 · Fatih Yallıç, Özlem Albayrak, et al. · International Conference on Innovative Intelligent Industrial Production and Logistics (IN4PL) · 12
A Thorough Analysis and Comparison of Data Communication Protocols Used in Industry 4.0: the Case of Smart-CNC
2022 · Bilgin Umut Deveci, Hilal Bas, et al. · International Conference on Future Internet of Things and Cloud (FiCloud) · 11
A Comparison of State-of-the-Art Machine Learning Algorithms on Fault Indication and Remaining Useful Life Determination by Telemetry Data
2021 · Aras Firat Unal, Ali Yuce Kaleli, et al. · International Conference on Future Internet of Things and Cloud (FiCloud) · 10
The Impact of Economic Growth, Renewable Energy, Non-renewable Energy and Trade Openness on the Ecological Footprint and Forecasting in Turkiye: an Case of the ARDL and NMGM Forecasting Model
2022 · Özlem KARADAĞ ALBAYRAK, Samet TOPAL, et al. · Alphanumeric Journal · 9
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An experiment to observe the impact of UML diagrams on the effectiveness of software requirements inspections
2009 · Ozlem Albayrak · Proceedings of the ... ACM-IEEE International Symposium on Empirical Software Engineering and Measurement/International Symposium on Empirical Software Engineering and Measurement · 7
Forecasting of Renewable Energy Generation for Turkey by Artificial Neural Networks and ARIMA Model: 2023 Generation Targets by Renewable Energy Resources
2023 · özlem karadag albayrak · Verimlilik dergisi · 5
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Türkiye’nin Demiryolu Yük Taşımacılığı Talebinin Zaman Serisi Analizi ile Tahmini
2021 · Özlem KARADAĞ ALBAYRAK · Erciyes Üniversitesi İktisadi ve İdari Bilimler Fakültesi Dergisi · 5
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Yenilenebilir Enerji Kaynaklarının Değerlendirilmesinde kullanılan Çok Kriterli Karar Verme Teknikleri ve Değerlendirme Kriterlerinin İncelenmesi:2017-2020
2020 · Özlem KARADAĞ ALBAYRAK · Atatürk Üniversitesi İktisadi ve İdari Bilimler Dergisi · 5
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Are software engineers' responses to incomplete requirements related to project characteristics?
2009 · Ozlem Albayrak, Duygu Albayrak, et al. · International Conference on the Applications of Digital Information and Web Technologies (ICADIWT) · 5
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Forecasting of Co2 With the Effect of Renewable Energy, Non-renewable Energy, Gdp and Population for Turkey: Forecasting With Nmgm (1,n) Gray Forecasting Model
2021 · Özlem KARADAĞ ALBAYRAK · Kafkas Üniversitesi İktisadi ve İdari Bilimler Fakültesi Dergisi · 4
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Iron Silk Road Trans-Caspian East-West-Middle Corridor Initiative and Baku-Tbilisi-Kars Railway Line: Impact on International Trade
2021 · Özlem Karadağ Albayrak, Başak Çelik · Advances in business strategy and competitive advantage book series · 4
Solutions to Challenges of Teaching "Systems Analysis and Design" for Undergraduate Software Engineers
2010 · Özlem Albayrak · Advances in database research (ADR) book series/Advances in database research series · 4
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A Big Data Application in Manufacturing Industry-Computer Vision to Detect Defects on Bearings
2022 · Perin Unal, Ozlem Albayrak, et al. · IEEE International Conference on Big Data (BigData) · 3
Performance Evaluation of Turkish Ports: Integrated Fuzzy Entropy- Fuzzy MARCOS Analysis
2025 · özlem karadağ albayrak · Verimlilik dergisi · 2
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Works count: 39
Citation count: 335
H-index: 12
I10-index: 14
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