Ömer Faruk Beyca

According to our database, Ömer Faruk Beyca authored at least 7 papers between 2016 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

Deep-learning-based short-term electricity load forecasting: A real case application.

Ibrahim Yazici, Ömer Faruk Beyca, Dursun Delen

Eng. Appl. Artif. Intell., 2022

A comparative analysis of machine learning techniques and fuzzy analytic hierarchy process to determine the tacit knowledge criteria.

Ibrahim Yazici, Ömer Faruk Beyca, Omer Faruk Gurcan, Halil Zaim, Dursun Delen, Selim Zaim

Ann. Oper. Res., 2022

2021

A Comprehensive Study of Machine Learning Methods on Diabetic Retinopathy Classification.

Omer Faruk Gurcan, Ömer Faruk Beyca, Onur Dogan

Int. J. Comput. Intell. Syst., 2021

2018

Forecasting Intermittent Demand Using the Cox Process.

Gamze Ogcu Kaya, Omer Fahrettin Demirel, Ömer Faruk Beyca

J. Multiple Valued Log. Soft Comput., 2018

2017

Dirichlet Process Gaussian Mixture Models for Real-Time Monitoring and Their Application to Chemical Mechanical Planarization.

Jia Peter Liu, Ömer Faruk Beyca, Prahalad K. Rao, Zhenyu James Kong, Satish T. S. Bukkapatnam

IEEE Trans Autom. Sci. Eng., 2017

2016

Heterogeneous Sensor Data Fusion Approach for Real-time Monitoring in Ultraprecision Machining (UPM) Process Using Non-Parametric Bayesian Clustering and Evidence Theory.

Ömer Faruk Beyca, Prahalad K. Rao, Zhenyu James Kong, Satish T. S. Bukkapatnam, Ranga Komanduri

IEEE Trans Autom. Sci. Eng., 2016

Fuel Consumption Models Applied to Automobiles Using Real-time Data: A Comparison of Statistical Models.

Ahmet Gürcan Çapraz, Pinar Özel, Mehmet Sevkli, Ömer Faruk Beyca

Proceedings of the 7th International Conference on Ambient Systems, 2016