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Picture
Ahmet Murat Özbayoğlu.jpg picture
Full Name
Özbayoğlu, Ahmet Murat
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
Link to YOK Profile
ORCID
0000-0001-7998-5735
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.
CV
Personal CV
Loading... 6 0 20 0 false
Country
Turkey
Status
Current Staff

Publications
  • Articles
  • Books & Book Chapters
  • Others

Author

  • 31 Özbayoğlu, Ahmet Murat
  • 9 Ünver, Hakkı Özgür
  • 7 Özbayoğlu, Murat
  • 4 Doğdu, Erdoğan
  • 3 Demirci, Muhammed Fatih
  • 3 Nikghadam, Shahrzad
  • 3 Osgouei, Reza Ettehadi
  • 3 Sadigh, Bahram Lotfi
  • 3 Sezer, Ömer Berat
  • 3 Tavlı, Bülent
  • . next >

Subject

  • 5 Deep learning
  • 3 Machine learning
  • 3 neural networks
  • 3 Virtual Enterprise
  • 2 artificial neural networks
  • 2 backpropagation
  • 2 Convolutional neural networks
  • 2 Deep neural networks
  • 2 Financial forecasting
  • 2 Horizontal Eccentric Annuli
  • . next >

Date issued

  • 15 2020 - 2025
  • 22 2010 - 2019
  • 2 2000 - 2009

Type

  • 39 Article

Fulltext

  • 37 No Fulltext
  • 2 With Fulltext


Results 21-39 of 39 (Search time: 0.003 seconds).

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Issue DateTitleAuthor(s)
21Apr-2019Integrated Energy-Efficient Machining of Rotary Impellers and Multi-Objective OptimizationSerin, G.; Özbayoğlu, Murat ; Ünver, Hakkı Özgür 
222022Menu Optimization for Multi-Profile Customer Systems on Large Scale DataKarimov, Jeyhun; Özbayoğlu, Murat ; Tavlı, Bülent ; Doğdu, Erdoğan
23Aug-2019Neural Network Based Instant Parameter Prediction for Wireless Sensor Network Optimization ModelsAkbaş, Ayhan; Yıldız, Hüseyin Uğur; Özbayoğlu, Ahmet Murat ; Tavlı, Bülent 
242015A New Model To Determine the Two-Phase Drilling Fluid Behavior Through Horizontal Eccentric Annular Geometry, Part A: Flow Pattern Identification and Liquid Hold-Up EstimationOsgouei, Reza Ettehadi; Özbayoğlu, Mehmet Evren; Özbayoğlu, Ahmet Murat ; Yüksel, Ertan H.
252015A New Model To Determine the Two-Phase Drilling Fluid Behaviors Through Horizontal Eccentric Annular Geometry, Part B: Frictional Pressure Losses EstimationOsgouei, Reza Ettehadi; Özbayoğlu, Mehmet Evren; Özbayoğlu, Ahmet Murat ; Yüksel, Ertan H.
262021A novel chatter detection method for milling using deep convolution neural networksŞener, B.; Güdelek, M. U.; Özbayoğlu, Ahmet Murat ; Ünver, Hakkı Özgür 
272017An Ontology-Based Multi-Agent Virtual Enterprise System (omave): Part 1: Domain Model<bold>l</Bold>ing and Rule ManagementSadigh, Bahram Lotfi; Ünver, Hakkı Özgür ; Nikghadam, Shahrzad; Doğdu, Erdoğan; Özbayoğlu, Ahmet Murat ; Kılıç, S. Engin
282017An Ontology-Based Multi-Agent Virtual Enterprise System (omave): Part 2: Partner SelectionSadigh, Bahram Lotfi; Nikghadam, Shahrzad; Özbayoğlu, Ahmet Murat ; Ünver, Hakkı Özgür ; Doğdu, Erdoğan; Kılıç, S. Engin
292021Optimization of Flow Rate and Pipe Rotation Speed Considering Effective Cuttings Transport Using Data-Driven ModelsÖzbayoğlu, Evren; Özbayoğlu, Murat ; Özdilli, Barış Güney; Erge, Öney
302012A Parametric Study on Coal Gasification for the Production of SyngasGüngör, Afşin; Özbayoğlu, Murat ; Kasnakoğlu, Coşku ; Bıyıkoğlu, Atilla; Uysal, Bekir Zuhtu
312021Precision and Energy-Efficient Ball-End Milling of Ti6al4v Turbine Blades Using Particle Swarm OptimizationKahya, Müge; Özbayoğlu, Murat ; Ünver, Hakkı Özgür 
32Aug-2018Predicting the Pressure Losses While the Drillstring Is Buckled and Rotating Using Artificial Intelligence MethodsÖzbayoğlu, Mehmet Evren; Erge, Öney; Özbayoğlu, Ahmet Murat 
332-May-2015Pressure Drop Estimation in Horizontal Annuli for Liquid-Gas 2 Phase Flow: Comparison of Mechanistic Models and Computational Intelligence TechniquesOsgouei, Reza Ettehadi; Özbayoğlu, Ahmet Murat ; Özbayoğlu, Evren M.; Yüksel, Ertan; Eresen, Aydın
342013Sentez Gazı Elde Etmek İçin Kontrol Edilebilir Reaktör Parametrelerine Bağlı Geliştirilen İki Aşamalı Bir Su Gazı Yönlendirme Reaktörü ModeliÖzbayoğlu, Ahmet Murat ; Kasnakoğlu, Coşku ; Güngör, A.; Bıyıkoğlu, A.; Uysal, B. Z.
35May-2015Support Vector Regression and Computational Fluid Dynamics Modeling of Newtonian and Non-Newtonian Fluids in Annulus With Pipe RotationSorgun, Mehmet; Özbayoğlu, Ahmet Murat ; Özbayoğlu, M. Evren
36Jul-2016A Survey of Partner Selection Methodologies for Virtual Enterprises and Development of a Goal Programming-Based ApproachNikghadam, Shahrzad; Sadigh, Bahram Lotfi; Özbayoğlu, Ahmet Murat ; Ünver, Hakkı Özgür ; Kılıç, Sadık Engin
37Aug-2019Tı6al4v Malzemesinin Tornalama İşleminde Özgül Kesme Enerjisi ve Yüzey Pürüzlüğünün İncelenmesi ve Yapay Sinir Ağları Temelli Tahmin Modeli GeliştirilmesiSerin, G.; Kahya, Müge; Özbayoğlu, Murat ; Ünver, Hakkı Özgür 
382022Wheat Yield Prediction With Machine Learning Based on Modis and Landsat Ndvi Data at Field ScaleTuğaç, Murat Güven; Özbayoğlu, Ahmet Murat ; Torunlar, Harun; Karakurt, Erol
392014Why the Names? Anubanini and His Clan in the Cuthaean LegendAdalı, Selim Ferruh; Demirci, Muhammed Fatih ; Özbayoğlu, Ahmet Murat ; Ergin, Oğuz 
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