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ORCIDÖmer Faruk Beyca
Person information
- affiliation: Istanbul Technical University, Turkey
- affiliation (former): Fatih University, Istanbul, Turkey
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Journal Articles
- 2022
[j6]Ibrahim Yazici
, Ömer Faruk Beyca, Omer Faruk Gurcan, Halil Zaim, Dursun Delen, Selim Zaim:
A comparative analysis of machine learning techniques and fuzzy analytic hierarchy process to determine the tacit knowledge criteria. Ann. Oper. Res. 308(1): 753-776 (2022)- [j5]Ibrahim Yazici, Ömer Faruk Beyca, Dursun Delen:
Deep-learning-based short-term electricity load forecasting: A real case application. Eng. Appl. Artif. Intell. 109: 104645 (2022) - 2021
- [j4]Omer Faruk Gurcan, Ömer Faruk Beyca, Onur Dogan:
A Comprehensive Study of Machine Learning Methods on Diabetic Retinopathy Classification. Int. J. Comput. Intell. Syst. 14(1): 1132-1141 (2021) - 2018
- [j3]Gamze Ogcu Kaya, Omer Fahrettin Demirel, Ömer Faruk Beyca:
Forecasting Intermittent Demand Using the Cox Process. J. Multiple Valued Log. Soft Comput. 31(5-6): 425-441 (2018) - 2017
- [j2]Jia Peter Liu, Ömer Faruk Beyca, Prahalad K. Rao, Zhenyu James Kong, Satish T. S. Bukkapatnam:
Dirichlet Process Gaussian Mixture Models for Real-Time Monitoring and Their Application to Chemical Mechanical Planarization. IEEE Trans Autom. Sci. Eng. 14(1): 208-221 (2017) - 2016
- [j1]Ömer Faruk Beyca, Prahalad K. Rao, Zhenyu James Kong, Satish T. S. Bukkapatnam, Ranga Komanduri:
Heterogeneous Sensor Data Fusion Approach for Real-time Monitoring in Ultraprecision Machining (UPM) Process Using Non-Parametric Bayesian Clustering and Evidence Theory. IEEE Trans Autom. Sci. Eng. 13(2): 1033-1044 (2016)
Conference and Workshop Papers
- 2024
- [c2]Mehmet Alper Sahin, Ömer Faruk Beyca:
Diabetic Retinopathy Diagnosis with Image Processing. SIU 2024: 1-4 - 2016
- [c1]Ahmet Gürcan Çapraz, Pinar Özel, Mehmet Sevkli, Ömer Faruk Beyca:
Fuel Consumption Models Applied to Automobiles Using Real-time Data: A Comparison of Statistical Models. ANT/SEIT 2016: 774-781
Coauthor Index
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