Dr.Öğr.Üyesi Ömer Faruk Beyca

Yayın Ağı

SCI, SSCI ve AHCI İndekslerine Giren Dergilerde Yayınlanan Makaleler

Energy-Efficient Bi-Objective Optimization Based on the Moth–Flame Algorithm for Cluster Head Selection in a Wireless Sensor Network

Mistarihi M. Z., Bany Salameh H. A., Alsaadi M. A., Beyca Ö. F., Heilat L., Al-Shobaki R.

Processes , cilt.11, sa.2, 2023 (SCI-Expanded)

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

Yazıcı İ., Beyca Ö. F., Delen D.

ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE , cilt.109, 2022 (SCI-Expanded)

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

Yazıcı İ., Beyca Ö. F., Gürcan Ö. F., Zaim H., Delen D., Zaim S.

ANNALS OF OPERATIONS RESEARCH , cilt.308, sa.1-2, ss.753-776, 2022 (SCI-Expanded)

An integrated machine learning: Utility theory framework for real-time predictive maintenance in pumping systems

Khorsheed R. M., Beyca Ö. F.

PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART B-JOURNAL OF ENGINEERING MANUFACTURE , cilt.235, sa.5, ss.887-901, 2021 (SCI-Expanded) Sürdürülebilir Kalkınma

A Comprehensive Study of Machine Learning Methods on Diabetic Retinopathy Classification

Gürcan Ö. F., Beyca Ö. F., Dogan O.

INTERNATIONAL JOURNAL OF COMPUTATIONAL INTELLIGENCE SYSTEMS , cilt.14, sa.1, ss.1132-1141, 2021 (SCI-Expanded) Sürdürülebilir Kalkınma

Using machine learning tools for forecasting natural gas consumption in the province of Istanbul

Beyca Ö. F., Ervural B. C., Tatoglu E., ÖZUYAR P., ZAİM S.

ENERGY ECONOMICS , cilt.80, ss.937-949, 2019 (SSCI) Sürdürülebilir Kalkınma

Forecasting Intermittent Demand Using the Cox Process

Kaya G. O., Demirel O. F., Beyca Ö. F.

JOURNAL OF MULTIPLE-VALUED LOGIC AND SOFT COMPUTING , cilt.31, ss.425-441, 2018 (SCI-Expanded)

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

Liu J. (., Beyca Ö. F., Rao P. K., Kong Z. (., Bukkapatnam S. T. S.

IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING , cilt.14, sa.1, ss.208-221, 2017 (SCI-Expanded)

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

Beyca O. F., RAO P. K., KONG Z., BUKKAPATNAM S. T. S., KOMANDURI R.

IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING , cilt.13, sa.2, ss.1033-1044, 2016 (SCI-Expanded) Sürdürülebilir Kalkınma

Time series forecasting for nonlinear and non-stationary processes: a review and comparative study

Cheng C., SA-NGASOONGSONG A., Beyca O., Trung Le T. L., Yang H., KONG Z. (., et al.

IIE TRANSACTIONS , cilt.47, sa.10, ss.1053-1071, 2015 (SCI-Expanded)

A graph-theoretic approach for quantification of surface morphology variation and its application to chemical mechanical planarization process

Rao P. K., Beyca O. F., KONG Z. (., BUKKAPATNAM S. T. S., CASE K. E., KOMANDURI R.

IIE TRANSACTIONS , cilt.47, sa.10, ss.1088-1111, 2015 (SCI-Expanded)

Real-Time Identification of Incipient Surface Morphology Variations in Ultraprecision Machining Process

Rao P., BUKKAPATNAM S., Beyca O., KONG Z. (., KOMANDURI R.

JOURNAL OF MANUFACTURING SCIENCE AND ENGINEERING-TRANSACTIONS OF THE ASME , cilt.136, sa.2, 2014 (SCI-Expanded)

Process-Machine Interaction (PMI) Modeling and Monitoring of Chemical Mechanical Planarization (CMP) Process Using Wireless Vibration Sensors

Rao P. K., BHUSHAN M. B., BUKKAPATNAM S. T. S., KONG Z., BYALAL S., Beyca O. F., et al.

IEEE TRANSACTIONS ON SEMICONDUCTOR MANUFACTURING , cilt.27, sa.1, ss.1-15, 2014 (SCI-Expanded)

Nonlinear Sequential Bayesian Analysis-Based Decision Making for End-Point Detection of Chemical Mechanical Planarization (CMP) Processes

Kong Z., Beyca O., BUKKAPATNAM S. T., KOMANDURI R.

IEEE TRANSACTIONS ON SEMICONDUCTOR MANUFACTURING , cilt.24, sa.4, ss.523-532, 2011 (SCI-Expanded)

Process Performance Prediction for Chemical Mechanical Planarization (CMP) by Integration of Nonlinear Bayesian Analysis and Statistical Modeling

Kong Z. (., OZTEKIN A., Beyca O. F., PHATAK U., BUKKAPATNAM S. T. S., KOMANDURI R.

IEEE TRANSACTIONS ON SEMICONDUCTOR MANUFACTURING , cilt.23, sa.2, ss.316-327, 2010 (SCI-Expanded)

Diğer Dergilerde Yayınlanan Makaleler

A Hybrid Deep Learning-Metaheuristic Model for Diagnosis of Diabetic Retinopathy

GÜRCAN Ö. F., Atici U., Beyca Ö. F.

Gazi University Journal of Science , cilt.36, sa.2, ss.693-703, 2023 (Scopus)

Tekrarlayan Sinir Ağları Temelli Rüzgâr Hızı Tahmin Modelleri: Yalova Bölgesinde Bir Uygulama

Kosanoglu F., Kiriş Z. N., Beyca Ö. F.

Zeki sistemler teori ve uygulamaları dergisi (Online) , cilt.5, sa.2, ss.178-188, 2022 (Hakemli Dergi)

Additive Manufacturing Technologies and Applications

Beyca Ö. F., Hançerlioğulları Köksalmış G., Yazıcı İ.

INDUSTRY 4.0: MANAGING THE DIGITAL TRANSFORMATION , ss.217-234, 2018 (Hakemli Dergi)

Clustering Techniques Within Service Sector

Yazıcı İ., Beyca Ö. F., Zaim S.

APPLYING PREDICTIVE ANALYTICS WITHIN THE SERVICE SECTOR , ss.74-87, 2017 (Hakemli Dergi)

Metrikler

Yayın

Atıf (WoS)

225

H-İndeks (WoS)

Atıf (Scopus)

216

H-İndeks (Scopus)

Proje

Açık Erişim

BM Sürdürülebilir Kalkınma Amaçları

Yayınlar & Eserler