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
1	Sep-2018	Algorithmic Financial Trading With Deep Convolutional Neural Networks: Time Series To Image Conversion Approach
2	2012	Analysis of Gas-Liquid Behavior in Eccentric Horizontal Annuli With Image Processing and Artificial Intelligence Techniques
3	Dec-2017	Automated Image Matching and New Readings for Cyrus the Great's 547 Bc Campaign in the Nabonidus Chronicle (bm 35382 = Abc 7)
4	2023	Computational Intelligence Based Point of Interest Detection by Video Surveillance Implementations
5	2019	Computational Intelligence Models for Piv Based Particle (cuttings) Direction and Velocity Estimation in Multi-Phase Flows
6	Feb-2018	Context-Aware Computing, Learning, and Big Data in Internet of Things: a Survey
7	Aug-2018	Deep Convolutional Autoencoder for Radar-Based Classification of Similar Aided and Unaided Human Activities
8	2022	Deep Learning Based Hybrid Computational Intelligence Models for Options Pricing
9	2021	Deep Learning-Based Investment Strategy: Technical Indicator Clustering and Residual Blocks
10	2020	Deep Multi-Layer Perceptron Based Prediction of Energy Efficiency and Surface Quality for Milling in the Era of Sustainability and Big Data
11	2021	Efficient Computation of Wireless Sensor Network Lifetime Through Deep Neural Networks
12	2008	Estimation of Hardgrove Grindability Index of Turkish Coals by Neural Networks
13	2013	An Experimental and Numerical Study of Two-Phase Flow in Horizontal Eccentric Annuli
14	2020	Financial Trading Model With Stock Bar Chart Image Time Series With Deep Convolutional Neural Networks
15	2012	Hole-Cleaning Performance of Gasified Drilling Fluids in Horizontal Well Sections
16	2023	Implementation of Neuro-Inspired Arithmetic and Logic Circuits
17	2022	An Industrially Viable Wavelet Long-Short Term Memory-Deep Multilayer Perceptron-Based Approach To Tool Condition Monitoring Considering Operational Variability
18	Apr-2019	Integrated Energy-Efficient Machining of Rotary Impellers and Multi-Objective Optimization
19	2022	Menu Optimization for Multi-Profile Customer Systems on Large Scale Data
20	Aug-2019	Neural Network Based Instant Parameter Prediction for Wireless Sensor Network Optimization Models

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Books & Book Chapters

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