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Profile

Picture
Ahmet Murat Özbayoğlu.jpg picture
Full Name
Özbayoğlu, Ahmet Murat
Main Affiliation
02.1. Department of Artificial Intelligence Engineering
 
Personal Site
Personal Web Site
 
Email
mozbayoglu@etu.edu.tr
 
Link to YOK Profile
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
 
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
Former Staff
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Publications
  • Articles
  • Others

Author

  • 26 Özbayoğlu, Ahmet Murat
  • 5 Ünver, Hakkı Özgür
  • 3 Demirci, Muhammed Fatih
  • 3 Doğdu, Erdoğan
  • 3 Nikghadam, Shahrzad
  • 3 Osgouei, Reza Ettehadi
  • 3 Sadigh, Bahram Lotfi
  • 3 Sezer, Ömer Berat
  • 3 Özbayoğlu, Mehmet Evren
  • 2 Adalı, Selim Ferruh
  • . next >

Subject

  • 5 Deep learning
  • 3 Virtual Enterprise
  • 2 Convolutional neural networks
  • 2 Deep neural networks
  • 2 Financial forecasting
  • 2 Horizontal Eccentric Annuli
  • 2 Machine learning
  • 2 Multi-Agent Systems
  • 2 Neural networks
  • 2 neural networks
  • . next >

Date issued

  • 6 2020 - 2023
  • 19 2010 - 2019
  • 1 2003 - 2009

Type

  • 26 Article

Fulltext

  • 25 No Fulltext
  • 1 With Fulltext


Results 1-20 of 26 (Search time: 0.005 seconds).

  • 1
  • 2
Issue DateTitleAuthor(s)
1Sep-2018Algorithmic financial trading with deep convolutional neural networks: Time series to image conversion approachSezer, Ömer Berat; Özbayoğlu, Ahmet Murat 
22012Analysis of gas-liquid behavior in eccentric horizontal annuli with image processing and artificial intelligence techniquesÖzbayoğlu, Ahmet Murat ; Yüksel, H. Ertan
3Dec-2017Automated Image Matching and New Readings for Cyrus the Great's 547 BC Campaign in the Nabonidus Chronicle (BM 35382 = ABC 7)Adalı, Selim Ferruh; Demirci, Muhammed Fatih ; Özbayoğlu, Ahmet Murat 
42019Computational intelligence models for PIV based particle (cuttings) direction and velocity estimation in multi-phase flowsTombul, H.; Özbayoğlu, Ahmet Murat ; Özbayoğlu, M. E.
5Feb-2018Context-Aware Computing, Learning, and Big Data in Internet of Things: A SurveySezer, Ömer Berat; Doğdu, Erdoğan; Özbayoğlu, Ahmet Murat 
6Aug-2018Deep convolutional autoencoder for radar-based classification of similar aided and unaided human activitiesSeyfioğlu, Mehmet Saygın; Özbayoğlu, Ahmet Murat ; Gürbüz, Sevgi Zübeyde
7Nov-2020Deep Learning Based Hybrid Computational Intelligence Models for Options PricingArin, Efe; Özbayoğlu, Ahmet Murat 
82021Deep learning-based investment strategy: technical indicator clustering and residual blocksMaratkhan, Anuar; İlyassov, Ibrakhim; Aitzhanov, Madiyar; Demirci, Muhammed Fatih ; Özbayoğlu, Ahmet Murat 
92020Deep Multi-Layer Perceptron based Prediction of Energy Efficiency and Surface Quality for Milling in The Era of Sustainability and Big DataSerin, Gökberk; Şener, Batıhan; Güdelek, M. Uğur; Özbayoğlu, Ahmet Murat ; Ünver, Hakkı Özgür 
102021Efficient computation of wireless sensor network lifetime through deep neural networksYılmaz, Muhammed; Özbayoğlu, Ahmet Murat ; Tavlı, Bülent 
112008Estimation of Hardgrove grindability index of Turkish coals by neural networksÖzbayoğlu, Gülhan; Özbayoğlu, Ahmet Murat ; Özbayoğlu, M. Evren
122013An Experimental and Numerical Study of Two-phase Flow in Horizontal Eccentric AnnuliSorgun, M.; Osgouei, R. E.; Özbayoğlu, M. E.; Özbayoğlu, Ahmet Murat 
132020Financial Trading Model with Stock Bar Chart Image Time Series with Deep Convolutional Neural NetworksSezer, Ömer Berat; Özbayoğlu, Ahmet Murat 
142012Hole-Cleaning Performance of Gasified Drilling Fluids in Horizontal Well SectionsÖzbayoğlu, E. M.; Osgouei, R. E.; Özbayoğlu, Ahmet Murat ; Yüksel, E.
15Aug-2019Neural network based instant parameter prediction for wireless sensor network optimization modelsAkbaş, Ayhan; Yıldız, Hüseyin Uğur; Özbayoğlu, Ahmet Murat ; Tavlı, Bülent 
162015A 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.
172015A 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.
182021A novel chatter detection method for milling using deep convolution neural networksŞener, B.; Güdelek, M. U.; Özbayoğlu, Ahmet Murat ; Ünver, Hakkı Özgür 
192017An 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
202017An 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
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