Özbayoğlu, Ahmet Murat

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Full Name

Variants

Özbayoğlu, A. Murat
Özbayoğlu, Ahmet
Özbayoğlu, Murat
Özbayoğlu, A.M.
Özbayoğlu, Ahmet M
Özbayoğlu, M
Özbayoğlu, A

Main Affiliation

02.1. Department of Artificial Intelligence Engineering

Personal Site

Personal Web Site

Email

mozbayoglu@etu.edu.tr

Other emails

mozbayoglu@gmail.com

Link to YOK Profile

ORCID

0000-0001-7998-5735

Link to Google Profile

Google Scholar Profile

Scopus Author ID

6505999525

Researcher ID

H-2328-2011

Industrial Interests

Machine Learning

Interests

Machine Learning
Pattern Recognition
Artificial Intelligence
Financial Forecasting
Algorithmic Trading
Computer Vision
Image Processing
Evolutionary Algorithms
Predictive Analytics

Biography

Ahmet Murat Ozbayoglu graduated from the Department of Electrical Engineering at Middle East Technical University, Ankara, Turkey in 1991 with an emphasis on telecommunications and computers. Then he continued his education as a graduate student in Missouri University of Science and Technology (formerly known as University of Missouri-Rolla (UMR)) in Engineering Management. He obtained his Msc and PhD degrees from UMR in 1993 and 1996, respectively. After graduation, he joined Beyond Inc, St. Peters, MO as a product development engineer and consultant. In 2001 he joined MEMC Electronic Materials Inc., St. Peters, MO as a software project engineer, programmer and analyst . During his work in Beyond Inc. and MEMC, he worked on software data automation projects for silicon wafer manufacturing systems. In 2005, he went back to academia by joining the Department of Computer Engineering of TOBB University of Economics and Technology, in Ankara, Turkey. He was a visiting scholar at Stanford University in 2019. Since 2020, he is the head of Artificial Intelligence Engineering Department at TOBB ETÜ. His research interests are machine/deep learning, algorithmic trading, pattern recognition, big data, evolutionary computation, machine vision. He has participated in several national and international research projects as PI and researcher. He has more than 130 international journal and conference publications in his field of research.

Country

Turkey

Status

Current Staff

CV

Personal CV

	Issue Date	Title	Author(s)
21	2015	A New Model To Determine the Two-Phase Drilling Fluid Behavior Through Horizontal Eccentric Annular Geometry, Part A: Flow Pattern Identification and Liquid Hold-Up Estimation	Osgouei, Reza Ettehadi; Özbayoğlu, Mehmet Evren; Özbayoğlu, Ahmet Murat ; Yüksel, Ertan H.
22	2015	A New Model To Determine the Two-Phase Drilling Fluid Behaviors Through Horizontal Eccentric Annular Geometry, Part B: Frictional Pressure Losses Estimation	Osgouei, Reza Ettehadi; Özbayoğlu, Mehmet Evren; Özbayoğlu, Ahmet Murat ; Yüksel, Ertan H.
23	2021	A novel chatter detection method for milling using deep convolution neural networks	Şener, B.; Güdelek, M. U.; Özbayoğlu, Ahmet Murat ; Ünver, Hakkı Özgür
24	2017	An Ontology-Based Multi-Agent Virtual Enterprise System (omave): Part 1: Domain Model<bold>l</Bold>ing and Rule Management	Sadigh, Bahram Lotfi; Ünver, Hakkı Özgür ; Nikghadam, Shahrzad; Doğdu, Erdoğan; Özbayoğlu, Ahmet Murat ; Kılıç, S. Engin
25	2017	An Ontology-Based Multi-Agent Virtual Enterprise System (omave): Part 2: Partner Selection	Sadigh, Bahram Lotfi; Nikghadam, Shahrzad; Özbayoğlu, Ahmet Murat ; Ünver, Hakkı Özgür ; Doğdu, Erdoğan; Kılıç, S. Engin
26	2021	Optimization of Flow Rate and Pipe Rotation Speed Considering Effective Cuttings Transport Using Data-Driven Models	Özbayoğlu, Evren; Özbayoğlu, Murat ; Özdilli, Barış Güney; Erge, Öney
27	2012	A Parametric Study on Coal Gasification for the Production of Syngas	Güngör, Afşin; Özbayoğlu, Murat ; Kasnakoğlu, Coşku ; Bıyıkoğlu, Atilla; Uysal, Bekir Zuhtu
28	2021	Precision and Energy-Efficient Ball-End Milling of Ti6al4v Turbine Blades Using Particle Swarm Optimization	Kahya, Müge; Özbayoğlu, Murat ; Ünver, Hakkı Özgür
29	Aug-2018	Predicting the Pressure Losses While the Drillstring Is Buckled and Rotating Using Artificial Intelligence Methods	Özbayoğlu, Mehmet Evren; Erge, Öney; Özbayoğlu, Ahmet Murat
10	2-May-2015	Pressure Drop Estimation in Horizontal Annuli for Liquid-Gas 2 Phase Flow: Comparison of Mechanistic Models and Computational Intelligence Techniques	Osgouei, Reza Ettehadi; Özbayoğlu, Ahmet Murat ; Özbayoğlu, Evren M.; Yüksel, Ertan; Eresen, Aydın
11	2013	Sentez Gazı Elde Etmek İçin Kontrol Edilebilir Reaktör Parametrelerine Bağlı Geliştirilen İki Aşamalı Bir Su Gazı Yönlendirme Reaktörü Modeli	Özbayoğlu, Ahmet Murat ; Kasnakoğlu, Coşku ; Güngör, A.; Bıyıkoğlu, A.; Uysal, B. Z.
12	May-2015	Support Vector Regression and Computational Fluid Dynamics Modeling of Newtonian and Non-Newtonian Fluids in Annulus With Pipe Rotation	Sorgun, Mehmet; Özbayoğlu, Ahmet Murat ; Özbayoğlu, M. Evren
13	Jul-2016	A Survey of Partner Selection Methodologies for Virtual Enterprises and Development of a Goal Programming-Based Approach	Nikghadam, Shahrzad; Sadigh, Bahram Lotfi; Özbayoğlu, Ahmet Murat ; Ünver, Hakkı Özgür ; Kılıç, Sadık Engin
14	Aug-2019	Tı6al4v Malzemesinin Tornalama İşleminde Özgül Kesme Enerjisi ve Yüzey Pürüzlüğünün İncelenmesi ve Yapay Sinir Ağları Temelli Tahmin Modeli Geliştirilmesi	Serin, G.; Kahya, Müge; Özbayoğlu, Murat ; Ünver, Hakkı Özgür
15	2022	Wheat Yield Prediction With Machine Learning Based on Modis and Landsat Ndvi Data at Field Scale	Tuğaç, Murat Güven; Özbayoğlu, Ahmet Murat ; Torunlar, Harun; Karakurt, Erol
16	2014	Why the Names? Anubanini and His Clan in the Cuthaean Legend	Adalı, Selim Ferruh; Demirci, Muhammed Fatih ; Özbayoğlu, Ahmet Murat ; Ergin, Oğuz

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