@inproceedings{inproceedings, author = {GÜRCAN ÖMER FARUK, BEYCA ÖMER FARUK, OLUÇOĞLU MÜGE}, title = {Diagnosis of Diabetic Retinopathy with Transfer Learning and Metaheuristic Algorithms}, year = 2023, month = 10 }

@inproceedings{inproceedings, author = {SİVRİ MAHMUT SAMİ, Gültekin Ahmet Berkay, ÜSTÜNDAĞ ALP, BEYCA ÖMER FARUK, ARI EMRE, GÜRCAN ÖMER FARUK}, title = {An Intelligent System for Determination of Stop – Loss and Take – Profit Limits: A Dynamic Decision Learning Approach}, year = 2023, month = 8 }

@inproceedings{inproceedings, author = {SİVRİ MAHMUT SAMİ, Gültekin Ahmet Berkay, ÜSTÜNDAĞ ALP, BEYCA ÖMER FARUK, GÜRCAN ÖMER FARUK, ARI EMRE}, title = {A Dynamic Feature Selection Technique for the Stock Price Forecasting}, year = 2023, month = 8 }

@article{article, author = {GÜRCAN ÖMER FARUK, ATİCİ UĞUR, BEYCA ÖMER FARUK}, title = {A Hybrid Deep Learning-Metaheuristic Model for Diagnosis of Diabetic Retinopathy}, journal = {Gazi University Journal of Science}, year = 2023, month = 6 }

@article{article, author = {Mistarihi Mahmoud, Bany Salameh Haythem A., Alsaadi Mohammad Adnan, BEYCA ÖMER FARUK, Heilat Laila, Al-Shobaki Raya}, title = {Energy-Efficient Bi-Objective Optimization Based on the Moth–Flame Algorithm for Cluster Head Selection in a Wireless Sensor Network}, journal = {MDPI AG}, year = 2023, month = 2, volume = 11 }

@inproceedings{inproceedings, author = {BEYCA ÖMER FARUK}, title = {EMPIRICAL MODE DECOMPOSITION BASED GRADIENT BOOSTING ALGORITHM FOR SHOR TERM NATURAL GAS DEMAND FORECASTING}, year = 2022, month = 9 }

@inproceedings{inproceedings, author = {GÜRCAN ÖMER FARUK, BEYCA ÖMER FARUK, ATİCİ UĞUR, ER ORHAN}, title = {A Forecasting Study of Covid-19 Epidemic: Turkey Case}, year = 2022, month = 7 }

@article{article, author = {YAZICI İBRAHİM, BEYCA ÖMER FARUK, DELEN DURSUN}, title = {Deep-learning-based short-term electricity load forecasting: A real case application}, journal = {Engineering Applications of Artificial Intelligence}, year = 2022, month = 1, volume = 109 }

@article{article, author = {KİRİŞ ZELİHA NUR, BEYCA ÖMER FARUK, KOSANOĞLU FUAT}, title = {Recurrent Neural Networks Based Wind Speed Forecasting Models: A Case Study of Yalova}, journal = {Journal of Intelligent Systems: Theory and Applications}, year = 2022, month = 1, volume = 5 }

@article{article, author = {İmece Salih, BEYCA ÖMER FARUK}, title = {İLAÇ SEKTÖRÜNDE ZAMAN SERİSİ VE REGRASYON BİRLEŞİK MODELLER İLE TALEP TAHMİNİ UYGULAMASI}, journal = {International Journal of Advances in Engineering and Pure Sciences}, year = 2022, month = 1 }

@book{book, author = {ALKAN NURŞAH, TURGUT YAKUP, ARI EMRE, ATA DEMİRKAN SEVAL, ULUKUŞ MEHMET YASİN, ERGÜN MEHMET ALİ, BEYCA ÖMER FARUK}, title = {Prediction Modeling}, booktitle = {Business Analytics for Professionals}, year = 2022, publisher = {Springer Series in Advanced Manufacturing} }

@book{book, author = {KIZILKAN ZEYNEP BURCU, SİVRİ MAHMUT SAMİ, YAZICI İBRAHİM, BEYCA ÖMER FARUK}, title = {Neural Networks and Deep Learning}, booktitle = {Business Analytics for Professionals}, year = 2022, pages = {127-151}, publisher = {Springer Series in Advanced Manufacturing} }

@inproceedings{inproceedings, author = {Karakatič Sašo, Fister Dusan, BEYCA ÖMER FARUK, Fister Iztok Jr}, title = {Optimized Class Decomposition for Fault Detection}, year = 2021, month = 11 }

@article{article, author = {GÜRCAN ÖMER FARUK, BEYCA ÖMER FARUK, DOĞAN ONUR}, title = {A Comprehensive Study of Machine Learning Methods on Diabetic Retinopathy Classification}, journal = {International Journal of Computational Intelligence Systems}, year = 2021, month = 1, volume = 14 }

@article{article, author = {Khorsheed Raghad M,BEYCA ÖMER FARUK}, title = {An integrated machine learning: Utility theory framework for real-time predictive maintenance in pumping systems}, journal = {Proceedings of the Institution of Mechanical Engineers, Part B: Journal of Engineering Manufacture}, year = 2020, month = 10, volume = 235 }

@article{article, author = {YAZICI İBRAHİM,BEYCA ÖMER FARUK,GÜRCAN ÖMER FARUK,Zaim Halil,Delen Dursun,ZAİM SELİM}, title = {A comparative analysis of machine learning techniques and fuzzy analytic hierarchy process to determine the tacit knowledge criteria}, journal = {Annals of Operations Research}, year = 2020, month = 6 }

@article{article, author = {BEYCA ÖMER FARUK,ÇAYIR ERVURAL BEYZANUR,TATOĞLU EKREM,ÖZUYAR PINAR,ZAİM SELİM}, title = {Using machine learning tools for forecasting natural gas consumption in the province of Istanbul}, journal = {Energy Economics}, year = 2019, pages = {937-949}, month = 5, volume = 80 }

@book{book, author = {YAZICI İBRAHİM,TEMİZER LEYLA,BEYCA ÖMER FARUK}, title = {Short Term Electricity Load Forecasting with a Nonlinear Autoregressive Neural Network with Exogenous Variables (NarxNet)}, booktitle = {Industrial Engineering in the Big Data Era. Lecture Notes in Management and Industrial Engineering}, year = 2019, publisher = {Springer, Cham} }

@inproceedings{inproceedings, author = {GÜRCAN ÖMER FARUK,BEYCA ÖMER FARUK,AKCAN ABDULLAH FATİH,ZAİM SELİM}, title = {A Customer Satisfaction Study in an Airline Company Centered in Turkey}, year = 2018, month = 6 }

@inproceedings{inproceedings, author = {YAZICI İBRAHİM, TEMİZER LEYLA, BEYCA ÖMER FARUK}, title = {Short Term Electricity Load Forecasting with a Nonlinear Autoregressive Neural Network with Exogenous Variables (NarxNet)}, year = 2018, month = 6 }

@article{article, author = {DEMİREL ÖMER FAHRETTİN,OĞCU KAYA GAMZE,BEYCA ÖMER FARUK}, title = {Forecasting Intermittent Demand Using the Cox Process.}, journal = {Journal of Multiple-Valued Logic Soft Computing}, year = 2018, month = 1 }

@book{book, author = {BEYCA ÖMER FARUK, HANÇERLİOĞULLARI KÖKSALMIŞ GÜLŞAH, YAZICI İBRAHİM}, title = {Additive Manufacturing Technologies and Applications}, booktitle = {Industry 4.0: Managing The Digital Transformation}, year = 2018, pages = {217-234}, publisher = {Springer} }

@article{article, author = {Liu Jia Peter,BEYCA ÖMER FARUK,Rao Prahalad K,Kong Zhenyu James,Bukkapatnam Satish T}, title = {Dirichlet Process Gaussian Mixture Models for Real-Time Monitoring and Their Application to Chemical Mechanical Planarization}, journal = {IEEE Transactions on Automation Science and Engineering}, year = 2017, number = 1, pages = {208-221}, month = 1, volume = 14 }

@book{book, author = {YAZICI İBRAHİM,BEYCA ÖMER FARUK,ZAİM SELİM}, title = {Clustering Techniques Within Service Sector}, booktitle = {Applying Predictive Analytics Within the Service Sector}, year = 2017, publisher = {IGI Global} }

@inproceedings{inproceedings, author = {ÇAYIR ERVURAL BEYZANUR,BEYCA ÖMER FARUK,ZAİM SELİM}, title = {Model Estimation of ARMA Using Genetic Algorithms A Case Study of Forecasting Natural Gas Consumption}, year = 2016, pages = {537-545}, month = 10, volume = 235 }

@inproceedings{inproceedings, author = {GÜRCAN ÖMER FARUK,YAZICI İBRAHİM,BEYCA ÖMER FARUK,Arslan Çiğdem,ELDEMİR FAHRETTİN}, title = {Third Party Logistics 3PL Provider Selection with AHP Application}, year = 2016, pages = {226-234}, month = 10, volume = 235 }

@inproceedings{inproceedings, author = {Okumuş Doğancan, BEYCA ÖMER FARUK, Günalan Yavuz, ZAİM SELİM}, title = {ARIMA ve NAR Doğrusal olmayan AR Yöntemleriyle Talep Tahmini Modellemesi}, year = 2016, month = 10 }

@inproceedings{inproceedings, author = {Okumuş Doğancan,BEYCA ÖMER FARUK,Günalan Yavuz,ZAİM SELİM}, title = {ARIMA ve NAR Doğrusal olmayan AR Yöntemleriyle Talep Tahmini Modellemesi}, year = 2016, month = 10 }

@article{article, author = {ÖZEL PINAR,ÇAPRAZ AHMET GÜRCAN,ŞEVKLİ MEHMET,BEYCA ÖMER FARUK}, title = {Fuel Consumption Models Applied to Automobiles Using Real time Data A Comparison of Statistical Models}, journal = {Procedia Computer Science}, year = 2016, pages = {774-781}, month = 5, volume = 83 }

@article{article, author = {BEYCA ÖMER FARUK,Rao Prahalad,Kong Zhenyu,Bukkapatnam Satish,Komanduri Ranga}, title = {Heterogeneous Sensor Data Fusion Approach for Real time Monitoring in Ultraprecision Machining UPM Process Using Non Parametric Bayesian Clustering and Evidence Theory}, journal = {IEEE Transactions on Automation Science and Engineering}, year = 2016, number = 2, pages = {1033-1044}, month = 4, volume = 13 }

@article{article, author = {Prahalad Rao,Satish Bukkapatnam,Zhenyu Kong,BEYCA ÖMER FARUK,Kenneth Case,Ranga Komanduri}, title = {Quantification of Ultraprecision Surface Morphology using an Algebraic Graph Theoretic Approach}, journal = {Procedia Manufacturing}, year = 2015, pages = {12-26}, month = 10, volume = 1 }

@inproceedings{inproceedings, author = {Rao Prahalad,Bukkapatnam Satish,Kong Zhenyu,BEYCA ÖMER FARUK,Case Kenneth,Komanduri Ranga}, title = {Quantification of Ultraprecision Surface Morphology using an Algebraic Graph Theoretic Approach}, year = 2015, pages = {12-26}, month = 6, volume = 1 }

@article{article, author = {Cheng Changqing,Akkarapol Sa-Ngasoongsong,BEYCA ÖMER FARUK,Trung Le,Hui Yang,Zhenyu (James) Kong,Bukkapatnam Satish TS}, title = {Time series forecasting for nonlinear and non stationary processes a review and comparative study}, journal = {IIE Transactions}, year = 2015, number = 10, pages = {1053-1071}, month = 2, volume = 47 }

@article{article, author = {Prahalad K Rao,BEYCA ÖMER FARUK,Zhenyu (James) Kong,Satish T Bukkapatnam,Kenneth E Case,Ranga Komanduri}, title = {A graph theoretic approach for quantification of surface morphology variation and its application to chemical mechanical planarization process}, journal = {IIE Transactions}, year = 2015, number = 10, pages = {1088-1111}, month = 2, volume = 47 }

@article{article, author = {Prahalad Rao,Satish Bukkapatnam,BEYCA ÖMER FARUK,Zhenyu (James) Kong,Komanduri Ranga}, title = {Real Time Identification of Incipient Surface Morphology Variations in Ultraprecision Machining Process}, journal = {Journal of Manufacturing Science and Engineering}, year = 2014, number = 2, pages = {21008}, month = 4, volume = 136 }

@article{article, author = {Prahalad K Rao,M Brij Bhushan,Bukkapatnam Satish T,Kong Zhenyu,Byalal Sanjay,BEYCA ÖMER FARUK,Fields Adam,Komanduri Ranga}, title = {Process Machine Interaction PMI Modeling and Monitoring of Chemical Mechanical Planarization CMP Process Using Wireless Vibration Sensors}, journal = {IEEE Transactions on Semiconductor Manufacturing}, year = 2014, number = 1, pages = {1-15}, month = 2, volume = 27 }

@inproceedings{inproceedings, author = {BEYCA ÖMER FARUK, Rao Prahalad}, title = {An Evidence Theoretic Heterogeneous Sensor Data Fusion Approach for Real time Monitoring in Ultraprecision Machining UPM Process}, year = 2013, month = 10 }

@inproceedings{inproceedings, author = {BEYCA ÖMER FARUK}, title = {Non parametric Bayesian control chart for Chemical Mechanical Planarization CMP Process Monitoring.}, year = 2012, month = 10 }

@inproceedings{inproceedings, author = {BEYCA ÖMER FARUK}, title = {Chemical Mechanical Planarization CMP Process Monitoring Using Evolutionary Clustering Analysis.}, year = 2011, month = 11 }

@article{article, author = {Zhenyu Kong,BEYCA ÖMER FARUK,Satish T Bukkapatnam,Komanduri Ranga}, title = {Nonlinear Sequential Bayesian Analysis Based Decision Making for End Point Detection of Chemical Mechanical Planarization CMP Processes}, journal = {IEEE Transactions on Semiconductor Manufacturing}, year = 2011, number = 4, pages = {523-532}, month = 11, volume = 24 }

@inproceedings{inproceedings, author = {Rao Prahalad, BEYCA ÖMER FARUK}, title = {An integrated Recurrent Predictor Neural Network Particle Filter RPNN PF approach for detection of process drifts}, year = 2010, month = 11 }

@inproceedings{inproceedings, author = {Rao Prahalad, BEYCA ÖMER FARUK}, title = {Heterogeneous Wireless Sensing and Modeling of Chemical Mechanical Planarization Process for Microelectronic Applications.}, year = 2010, month = 10 }

@article{article, author = {Kong Zhenyu,Asil Oztekin,BEYCA ÖMER FARUK,Upendra Phatak,Satish Bukkapatnam,Ranga Komanduri}, title = {Process Performance Prediction for Chemical Mechanical Planarization CMP by Integration of Nonlinear Bayesian Analysis and Statistical Modeling}, journal = {IEEE Transactions on Semiconductor Manufacturing}, year = 2010, number = 2, pages = {316-327}, month = 5, volume = 23 }

@inproceedings{inproceedings, author = {BEYCA ÖMER FARUK}, title = {Sequential Bayesian Decision Making for End Point Detection of Chemical Mechanical Planarization CMP Processes}, year = 2009, month = 10 }

@inproceedings{inproceedings, author = {ARSLAN NURULLAH, Albayrak Ayşe Büşra, BEYCA ÖMER FARUK}, title = {Wall Shear Stress Calculations Inside A Healthy Carotid Model Under Pulsatile Flow Conditions}, year = 2006, month = 8 }

@inproceedings{inproceedings, author = {ARSLAN NURULLAH, BEŞİRLİ KAZİM, CÖMERT GÜRCAN, BEYCA ÖMER FARUK}, title = {Computational Fluid Dynamic Simulations In A Model Of A Carotid Bifurcation Under Steady Flow Condit.}, year = 2005, month = 5 }

@inproceedings{inproceedings, author = {ARSLAN NURULLAH, Nikov Alexander, KARACA FERHAT, BEYCA ÖMER FARUK}, title = {NF BYPASS Analysis of Blood Flow Inside a Bypass Graft to Artery Connection using Adaptive Neuro Fu}, year = 2004, month = 12 }