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Kitaplar
- Akın, Ömer and Özbayoglu, A. Murat. Ayrık Matematik ve Uygulamaları -
Discrete Mathematics and its Applications, Kenneth Rosen - 7. baskıdan çeviri.
Palme Yayıncılık., Nisan 2015
- Yazıcı, Ali, Erdogan Dogdu, Özbayoglu, A.Murat, Y.Murat Erten, ve O. Ergin. Java Bilgisayar
Programlamaya Giris.
Palme Yayıncılık., 2007
SCI endeksli Dergi Makaleleri
- 2020 - A. Murat Ozbayoglu, M. Ugur Gudelek, Ömer Berat Sezer
Deep learning for financial applications: A survey
Applied Soft Computing, vol 93, August 2020, 106384, DOI: 10.1016/j.asoc.2020.106384
- 2020 - Ömer Berat Sezer, M. Ugur Gudelek, A. Murat Ozbayoglu
Financial time series forecasting with deep learning : A systematic literature review: 2005–2019
Applied Soft Computing, vol 90, May 2020, 106181, DOI: 10.1016/j.asoc.2020.106181
- 2020 - G. Serin, B. Sener, A.M. Ozbayoglu, H.O. Unver
Review of tool condition monitoring in machining and opportunities for deep learning
The International Journal of Advanced Manufacturing Technology, pp. 1-22, DOI: 10.1007/s00170-020-05449-w
- 2020 - G. Serin, B. Sener, A.M. Ozbayoglu, H.O. Unver
Integrated energy-efficient machining of rotary
impellers and multi-objective optimization
Materials and Manufacturing Processes, vol 35, No 4, pp. 478-490, DOI: 10.1080/10426914.2019.1605177
- 2019 - Ömer Berat Sezer, A. Murat Ozbayoglu
Financial Trading Model with Stock Bar Image Time Series with Deep Convolutional Neural Networks
Intelligent Automation and Soft Computing, vol 26, No 2, pp. 323-334, DOI: 10.31209/2018.100000065
- 2019 - Murat Ozbayoglu, Ayhan Akbas, Huseyin Ugur Yildiz, Bulent Tavli
Neural Network based Instant Parameter Prediction for Wireless Sensor Network Optimization Models
Wireless Networks, vol 25, No 6, pp. 3405-3418
- 2019 - Hatice Tombul, Murat Ozbayoglu, Evren Ozbayoglu
Computational Intelligence Models for PIV based Particle (Cuttings) Direction and Velocity Estimation in Multi-Phase Flows
Journal of Petroleum Science & Engineering, vol 172, Jan 2019, pp. 547-558
- 2018 - Evren Ozbayoglu, Oney Erge, Murat Ozbayoglu
Predicting the pressure losses while the drillstring is buckled and rotating using artificial intelligence methods
Journal of Natural Gas Science & Engineering, volume 56, Agustos 2018, pp. 72-80
- 2018 - Ömer Berat Sezer, A. Murat Ozbayoglu
Algorithmic Financial Trading with Deep Convolutional Neural Networks: Time Series to Image Conversion Approach
Applied Soft Computing, volume 70, Eylul 2018, pp. 525-538
- 2018 - M.S. Seyfioğlu, A.M. Ozbayoglu, S.Z. Gürbüz
Deep Convolutional Autoencoder for Radar-Based Classification of Similar Aided and Unaided Human Activities
IEEE Transactions on Aerospace and Electronic Systems, volume 54, Issue 4, Agustos 2018, pp. 1709-1723
- 2018 - Ömer Berat Sezer, Erdoğan Doğdu, A. Murat Ozbayoglu
Context Aware Computing, Learning and Big Data in Internet of Things: A Survey
IEEE Internet of Things Journal, volume 5, Issue 1, Subat 2018, pp. 1-27
- 2017 - Bahram Lotfi Sadigh, Shahrzad Nikghadam, A. Murat Ozbayoglu, Hakki Ozgur Unver, Erdogan Dogdu and S. Engin Kilic
An ontology-based multi-agent virtual enterprise system (OMAVE): part 2: partner selection
International Journal of Computer Integrated Manufacturing, 31 Ocak 2017
- 2016 - Bahram Lotfi Sadigh, Hakki Ozgur Unver, Shahrzad Nikghadam, Erdogan Dogdu, A. Murat Ozbayoglu and S. Engin Kilic
An ontology-based multi-agent virtual enterprise system (OMAVE): part 1: domain modelling
and rule management
International Journal of Computer Integrated Manufacturing, 19 Subat 2016
- 2015 - S. Nikghadam, B.Lotfi Sadigh, A.M. Özbayoğlu, H.Ö. Ünver, S. E. Kılıç
A survey of
partner selection methodologies for virtual enterprises and development of a goal programming–
based approach
International Journal of Advanced Manufacturing Technology, pp. 1-22, 12 Nov 2015
- 2015 - Osgouei, R.E., Özbayoglu, E., Özbayoglu, M., Yüksel, E.
A new model to determine the
two phase drilling Fluid Behaviors through Horizontal Eccentric Annular Geometry, Part A:
Flow Pattern Identification and Liquid Holdup Estimation.
Energy Sources, Part A: Recovery, Utilization, and Environmental Effects, Volume 37, Issue 15, pp. 1663-1673
- 2015 - Osgouei, R.E., Özbayoglu, E., Özbayoglu, M. and Yüksel. E.
A new model to determine the two
phase drilling Fluid Behaviors through Horizontal Eccentric Annular Geometry, Part B: Frictional
Pressure Losses Estimation.
Energy Sources, Part A: Recovery, Utilization, and Environmental
Effects, Volume 37, Issue 16, pp. 1756-1765
- 2015 - Osgouei, Reza Ettehadi, Ozbayoglu, A. Murat, Ozbayoglu Evren M., Yuksel Ertan,
Eresen, Aydin.
Pressure drop estimation in horizontal annuli for liquid–gas 2 phase flow: Comparison
of mechanistic models and computational intelligence techniques.
Computers & Fluids 112, pp. 108–115
- 2015 - Sorgun, Mehmet, Ozbayoglu, A Murat, Ozbayoglu M Evren.
Support Vector Regression
and Computational Fluid Dynamics Modeling of Newtonian and Non-Newtonian Fluids in Annulus
With Pipe Rotation.
Journal of Energy Resources Technology 137.3, p. 032901.
- 2013 - AM Ozbayoglu, C Kasnakoglu, A Gungor, A Biyikoglu, BZ Uysal.
A Two-Stage Water-Gas Shift Reactor Model To Obtain Desired Synthesis Gas Characteristics With Adjustable Reactor
Parameters.
Journal of The Faculty of Engineering And Architecture of Gazi University 28.2,
pp. 339–351.
- 2013 - Sorgun, Mehmet, Osgouei, Reza E, Ozbayoglu, M Evren, Ozbayoglu, A Murat.
Gas-Liquid Flow Through Horizontal Eccentric Annuli: CFD and Experiments Compared”.
Energy Sources, Part A: Recovery, Utilization, and Environmental Effects 35.10, pp. 891–899.
- 2012 - Gungor, Afsin, Ozbayoglu, Murat, Kasnakoglu, Cosku, Biyikoglu, Atilla, Uysal, Bekir Zuhtu.
A parametric study on coal gasification for the production of syngas”.
Chemical Papers 66.7,pp. 677–683.
- 2012 - Ozbayoglu, A Murat, Yuksel, H Ertan.
Analysis of gas–liquid behavior in eccentric horizontal
annuli with image processing and artificial intelligence techniques.
Journal of Petroleum Science
and Engineering 81.1, pp. 31–40.
- 2012 - Ozbayoglu, Mehmet, Osgouei, Reza, Ozbayoglu, Murat, Yuksel, Ertan.
Hole Cleaning Performance of Gasified Drilling
Fluids in Horizontal Well Sections.
SPE Journal 17.3, pp. 912– 923.
- 2009 - Ozbayoglu, EM, Ozbayoglu, MA.
Estimating flow patterns and frictional pressure losses of
two-phase fluids in horizontal wellbores using artificial neural networks.
Petroleum Science and
Technology 27.2, pp. 135–149.
- 2008 - Özbayoglu, Gülhan, Özbayoglu, A Murat, Özbayoglu, M Evren.
Estimation of Hardgrove
grindability index of Turkish coals by neural networks.
International Journal of Mineral Processing
85.4, pp. 93–100.
Diğer Dergi Makaleleri
- 2017 - Adalı, S.F., Demirci, M.F., Özbayoğlu, A.M.
Automated Image Matching and New Readings for Cyrus the Great's 547 BC Campaign in the Nabonidus Chronicle (BM 35382 = ABC 7).
Die Welt des Orients, vol 47, No:2, pp. 153-185.
- 2016 - M. Akif, Agca, Senol Atac, M. Mert Yucesan, Gokhan Y. Kucukayan, A. Murat Özbayoglu
and Erdogan Dogdu.
Opinion Mining of Microblog Texts on Hadoop Ecosystem.
International Journal of Cloud Computing, vol 5, No:1-2, pp. 79-90.
- 2015 - Nikghadam, S., B. Lotfi Sadigh, Ozbayoglu, A. M, Unver, H. O. and Kilic. S. E.
Evaluation of Partner Companies based on Fuzzy Inference System for Establishing Virtual Enterprise Consortium
Lecture Notes in Computer Science – CCIS Communications in Computer Science
vol 577, pp. 104-115, 15 Dec 2015.
- 2014 - Selim F. Adalı, M. Fatih Demirci, A. Murat Özbayoglu and Oguz Ergin.
Why the Names?
Anubanini and His Clan in the Cuthaean Legend.
Journal of the Ancient History and Cultures of the Eastern Mediterranean
vol. 11, pp. 15–29.
- 2011 - A. Güngör, A.M Ozbayoglu, C. Kasnakoglu, A. Biyikoglu, and B.Z Uysal.
Determination of
Air/Fuel and Steam/Fuel Ratio for Coal Gasification Process to Produce Synthesis Gas.
Journal of Environmental Science and Engineering
vol. 5.5, pp. 799–804.
Kitap Bölümleri
- 2017 - Özbayoğlu, A.M.
Derin Öğrenme ile Büyük ve Açık Veri Analizi
Kitap: Büyük Veri ve Açık Veri Analitiği: Yöntemler ve Uygulamalar, pp: 115-130,
Editörler: Şeref Sağıroğlu, Orhan Koç, Grafiker Yayınları, ISBN: 978-605-9247-59-7, Ekim 2017.
Henüz basılmamış Çalışmalar
- 2020 - E. Arın, A. M. Özbayoğlu
Deep Learning based Hybrid Computational Intelligence Models for Options Pricing
submitted to Computational Economics
- 2020 - Jeyhun Karimov, Murat Ozbayoglu, Bulent Tavli, Erdoğan Doğdu
Menu Optimization for Multi-Profile Customer Systems on Large Scale Data
submitted to Computational Economics
- 2020 - A. Maratkhan, I. Ilyassov, M. Aitzhanov, M.F. Demirci, A.M. Ozbayoglu
Deep learning based investment strategy: technical indicator clustering and residual blocks
submitted to Soft Computing
- 2020 - M. Yılmaz, A.M. Ozbayoglu, B. Tavlı
Efficient Computation of Wireless Sensor Network Lifetime Through Deep Neural Networks
submitted to Wireless Networks
- 2019 - A. Murat Ozbayoglu, Nuri Durlu, N. Kaan Caliskan
Automated Image Analysis and Contiguity Estimation for Liquid Phase Sintered Tungsten Heavy Alloys
arXiv preprint, arXiv:1902.05382
- 2018 - A. Bozbey, A. Karamuftuoglu, S. Razmkhah, A.M. Ozbayoglu
Single Flux Quantum Based Ultrahigh Speed Spiking Neuromorphic Processor Architecture
arXiv preprint, arXiv:1812.10354
Uluslararası Konferans Yayınları
- 2020 - Ö. Meriç, A. M. Özbayoğlu
Software Test Effort Estimation with Machine Learning
3rd International Conference on Data Science and Applications (ICONDATA 20). June 25-28, Istanbul
- 2019 - U. Erkut, F. Bostancıoğlu, M. Erten, A. M. Özbayoğlu, E. Solak
HSV Color Histogram Based Image Retrieval with Background Elimination
2019 1st International Informatics and Software Engineering Conference (UBMYK), Ankara, Turkey, 2019, pp. 1-5,
doi: 10.1109/UBMYK48245.2019.8965513
- 2019 - A. M. Özbayoğlu
Unsupervised Fingerprint Classification with Directional Flow Filtering
2019 1st International Informatics and Software Engineering Conference (UBMYK), Ankara, Turkey, 2019, pp. 1-4,
doi: 10.1109/UBMYK48245.2019.8965526
- 2019 - E. O. Yıldırım, M. Uçar and A. M. Özbayoğlu
Evolutionary Optimized Stock Support-Resistance Line Detection for Algorithmic Trading Systems
2019 1st International Informatics and Software Engineering Conference (UBMYK), Ankara, Turkey, 2019, pp. 1-6,
doi: 10.1109/UBMYK48245.2019.8965471
- 2019 - A. Maratkhan, I. Ilyassov, M. Aitzhanov, M.F. Demirci, A.M. Ozbayoglu
Financial Forecasting using Deep Learning with an optimized trading strategy
IEEE Congress on Evolutionary Computation, CEC 2019,
10-13 June 2019, Wellington, New Zealand.
- 2018 - A.C. Onal, O.B. Sezer, M. Ozbayoglu, E. Dogdu
MIS-IoT: Modular Intelligent Server Based Internet of Things Framework with Big Data and Machine Learning
IEEE International Conference on Big Data, 2018,
10-13 December 2018, Seattle, WA, USA.
- 2018 - Selim Sefa Sarikan, Murat Ozbayoglu
Anomaly Detection in Vehicle Traffic with Image Processing and Machine Learning
Complex Adaptive Systems 2018, Procedia Computer Science, vol 140, pp. 64-69,
5-7 November 2018, Chicago, USA
- 2018 - Dervis Utku Ufuk, Alptekin Temizel, Ahmet Murat Ozbayoglu
Optimized GPU Implementation of JPEG 2000 for Satellite Image Decompression
CSE 2018, 21st IEEE International Conference on Computational Science and Enginerering, pp. 56-61,
29-31 October 2018, Bucharest, Romania
- 2018 - Mustafa Sari, Murat Ozbayoglu
Classification of Turkish Documents using Paragraph Vector
International Conference on Artificial Intelligence and Data Processing 18,
27-28 Sept 2018, Malatya, Turkey
- 2018 - Erdogan Dogdu, Murat Ozbayoglu, Ali Yazici, Ziya Karakaya
Perceptions, Expectations and Implementations of Big Data in Public Sector
UBMK'18, International Conference on Computer Engineering, pp. 615-620,
20-23 September 2018, Sarajevo, Bosnia-Herzegovina
- 2018 - Ugur Gudelek, Cem Cirak, Efe Arin, Erdem Sezgin, Murat Ozbayoglu and Murat Gol
Load and PV Generation Forecast Based Cost Optimization for Nanogrids with PV and Battery
2018 53rd International Universities Power Engineering Conference (UPEC),
4-7 September 2018, Glasgow, Scotland
- 2018 - M. Ugur Aksu, Kemal Bicakci, M. Hadi Dilek, A. Murat Ozbayoglu, E. Islam Tatli
Automated Generation of Attack Graphs Using NVD
CODASPY '18, The 8th ACM Conference on Data and Application Security and Privacy,
19-21 March, Tempe, AZ, USA.
- 2017 - A.C. Onal, O.B. Sezer, M. Ozbayoglu, E. Dogdu
Weather Data Analysis and Sensor Fault Detection using an Extended IoT Framework with Semantics, Big Data, and Machine Learning
IEEE International Conference on Big Data, 2017,
13-15 December, Boston, MA, USA.
- 2017 - G. Serin, U. Güdelek, A.M. Özbayoğlu, H.Ö. Ünver
Estimation of Parameters for the Free-Form Machining with Deep Neural Net
IEEE International Conference on Big Data, 2017,
13-15 December, Boston, MA, USA.
- 2017 - M.U. Güdelek, S.A. Bölük, A.M. Özbayoğlu
A Deep Learning based Stock Trading Model with 2-D CNN Trend Detection
IEEE Computational Intelligence in Financial Engineering (IEEE CIFeR 2017) in IEEE Symposium Series on Computational Intelligence (IEEE SSCI 2017),
Honolulu, HI, USA, 27 November-1 December, 2017.
- 2017 - Efe Arın, Uğur Gudelek, Murat Özbayoğlu
Quora Duplicate Query Elimination
LTC '17, 8th Language and Technology Conference,
17-19 November, Poznan, Poland, 2017.
- 2017 - G. Serin, M. Kahya, A.M. Özbayoğlu, H.Ö. Ünver
An artificial neural network based power prediction model for rough cutting of AISI 304
8th International Symposium on Machining,
2-4 November, Antalya, Turkey, 2017.
- 2017 - M. Kahya, G. Serin, A.M. Özbayoğlu, H.Ö. Ünver
Investigation of rough milling of Ti6A14V using response surface methodology
8th International Symposium on Machining,
2-4 November, Antalya, Turkey, 2017.
- 2017 - O.B. Sezer, M. Ozbayoglu, E. Dogdu
A Deep Neural-Network Based Stock Trading System Based on Evolutionary Optimized Technical Analysis Parameters
Procedia - Computer Sciences - Complex Adaptive Systems, vol 114, pp. 473-480,
30 October-1 November, Chicago, IL, USA, 2017.
- 2017 - S.S. Sarikan, A.M. Ozbayoglu, O. Zilci
Automated Vehicle Classification with Image Processing and Computational Intelligence
Procedia - Computer Sciences - Complex Adaptive Systems, vol 114, pp. 515-522,
30 October-1 November, Chicago, IL, USA, 2017.
- 2017 - Mehmet Saygın Seyfioğlu, A. Serinoz, Ahmet Murat Özbayoğlu, Sevgi Zübeyde Gürbüz
Feature diverse hierarchical classification of human gait with CW radar for assisted living
International Conference on Radar Systems (Radar 2017),
23-26 October. Belfast, UK, 2017.
- 2017 - Mehmet Saygın Seyfioğlu, Sevgi Zübeyde Gürbüz, Ahmet Murat Özbayoğlu, Melda Yüksel
Deep learning of micro-Doppler features for aided and unaided gait recognition
IEEE 2017 Radar Conference, pp. 1125-1130.
8-12 May. Seattle, WA, USA, 2017.
- 2017 - O.B. Sezer, M. Ozbayoglu, E. Dogdu
An Artificial Neural Network-based Stock Trading System Using Technical Analysis and Big Data Framework
ACM Southeast Conference, ACMSE 2017,
13-15 April, Kennesaw State University, GA, USA.
- 2016 - O.B. Sezer, E. Dogdu, M. Ozbayoglu, A.C. Onal
An Extended IoT Framework with Semantics, Big Data, and Analytics
IEEE International Conference on Big Data, 2016, pp.1849-1856.
5-8 December. Washington, DC, USA.
- 2016 - M. Ozbayoglu, G. Küçükayan, E. Doğdu
A Real-Time Autonomous Highway Accident Detection Model Based on Big Data Processing and Computational Intelligence
IEEE International Conference on Big Data, 2016, pp. 1807-1813.
5-8 December. Washington, DC, USA.
- 2016 - S. Kulcu, E. Doğdu, M. Ozbayoglu
A Survey on Semantic Web and Big Data Technologies for Social Network Analysis
IEEE International Conference on Big Data, 2016, pp.1768-1777.
5-8 December. Washington, DC, USA.
- 2016 - S. Nikghadam, A.M. Ozbayoglu, H.O. Unver, S.E. Kilic
Design of a Customer's Type Based Algorithm for Partner Selection Problem of Virtual Enterprise
Procedia - Computer Sciences - Complex Adaptive Systems, Vol. 95, pp.467-474.
2-4 November. Los Angeles, CA, USA.
- 2015 - Y.S. Demiray, A.M. Ozbayoglu, B.K.O. Tas
Estimation of the Number of Participants in Government Tenders with Computational Intelligence
3rd Workshop on Social and Algorithmic Issues in Business Support (SAIBS), 2015, pp.433-437.
27-29 November. Poznan, Poland.
- 2015 - J. Karimov, M. Ozbayoglu
Clustering Quality Improvement of K-means Using a Hybrid Evolutionary Model
Procedia - Computer Sciences - Complex Adaptive Systems, Vol. 61, pp.38-45.
2-4 November. San Jose, CA, USA.
- 2015 - J. Karimov, M. Ozbayoglu
High quality clustering of big data and solving empty-clustering problem with an evolutionary hybrid algorithm
IEEE International Conference on Big Data, 2015, in press.
29 October-1 November. Santa Clara, CA, USA.
- 2015 - J. Karimov, M. Ozbayoglu, E. Dogdu and B.Tavlı
Generic Menu Optimization for Multi-profile Customer Systems
IEEE International Symposium on Systems Engineering (ISSE) 2015, pp. 163-169.
28-30 September. Rome, Italy.
- 2015 - Karimov, J., M. Ozbayoglu, and E. Dogdu.
k-means Performance Improvements with Centroid
Calculation Heuristics both for Serial and Parallel environments.
2015 IEEE Big Data Congress.
27 June-2 July. New York, USA.
- 2015 - Nikghadam, S., B.Lotfi Sadigh, Ozbayoglu, A. M., H. O. Unver, and S. E. Kilic.
Partner selection
in formation of virtual enterprises using fuzzy logic.
International Conference on Operations
Research and Enterprise Systems, ICORES 2015, 10-12 January 2015, Lisbon, Portugal, pp. 82–
88.
- 2015 - Ucar, I., Ozbayoglu, M., and M. Ucar.
Developing a Two Level Options Trading Strategy Based
on Option Pair Optimization of Spread Strategies with Evolutionary Algorithms.
IEEE Congress
on Evolutionary Computation, CEC 2015. May 25-28. Sendai, Japan.
- 2014 - Dogdu, Erdogan, A. Murat Özbayoglu, Okan Benli, Hülya Erdener Akınç, Erdeniz Erol, Tugrul
Atasoy, Ozan Gurec, and Özden Erçin.
Ontology-based Data Modelling and Decision Support in
Smart Grid Applications.
Proc. of the 2014 IEEE International Conference on Intelligent Energy
and Power Systems. IEEE. June 2-6, 2014, Kyiv, Ukraine.
- 2014 - Gumus, Tuna, Hugi Christoph, Dirk Hengevoss, Engin Kılıç, Guillaume Massard, Özbayoglu,
Murat, and Ozgur Unver.
Conceptualization of a Web-based Software Platform that enables
Clean Production and Industrial Symbiosis.
16th International Conference on Machine Design
and Production, UMTIK 2014, Izmir, Turkey.
- 2014 - Sadigh, B Lotfi, F Arikan, Ozbayoglu, AM, HO Unver, and SE Kilic.
A Multi-agent System
Model for Partner Selection Process in Virtual Enterprise.
Procedia Computer Science, Complex
Adaptive Systems, CAS 2014. Vol. 36, pp. 367–372.
- 2014 - Sahin, Ugur and Ozbayoglu, A Murat.
TN-RSI: Trend-normalized RSI Indicator for Stock
Trading Systems with Evolutionary Computation.
Procedia Computer Science, Complex Adaptive
Systems, CAS 2014. Vol. 36, pp. 240–245.
- 2013 - Osgouei, R.E., M.E. Özbayoglu, Özbayoglu, A.M, and T. Eren.
Three phase flow characteristics
in Inclined Eccentric Annuli.
2013 IADC/SPE Drilling Technology Conference and Exhibition
(MEDT), Dubai, UAE.
- 2013 - Osgouei, Reza Ettehadi, Mehmet Evren Ozbayoglu, Ozbayoglu, Murat, and Ertan H Yuksel.
The Determination of Two Phase Liquid-Gas Flow Behavior Through Horizontal Eccentric
Annular Geometry by Modification of Beggs & Brill and Lockhart & Martinelli Models.
ASME
2013 Fluids Engineering Division Summer Meeting. American Society of Mechanical Engineers,
V01CT17A008–V01CT17A008.
- 2013 - Ucar, Mustafa, Ilknur Bayram, and Ozbayoglu, A Murat.
A Two-Level Cascade Evolutionary
Computation Based Covered Call Trading Model.
Procedia Computer Science, Complex Adaptive Systems Conference. ASME.
- 2012 - Guven, Erhan and Ozbayoglu, A Murat.
Note and Timbre Classification by Local Features
of Spectrogram.
Procedia Computer Science, Complex Adaptive Systems, CAS 2012. Vol. 12.
Elsevier, pp. 182–187.
- 2012 - Özbayoglu, A Murat and Recep Bozer.
Estimation of the Burned Area in Forest Fires Using
Computational Intelligence Techniques.
Procedia Computer Science, Complex Adaptive Systems,
CAS 2012. Vol. 12, pp. 282–287.
- 2012 - Ozbayoglu, A.Murat, M.Evren Ozbayoglu, and Gulhan Ozbayoglu.
Comparison of Gross
Calorific Value Estimation of Turkish Coals using Regression and Neural Networks Techniques.
XXVIth International Mineral Processing Congress (IMPC 2012).
- 2012 - Ozbayoglu, A.Murat, M.Evren Ozbayoglu, and Gulhan Ozbayoglu.
Regression Techniques and
Neural Network for the Estimation of Gross Calorific Value of Turkish Coals.
XIIth International
Mineral Processing Symposium, September 24-27. New Delhi, India, pp. 1175–1180.
- 2012 - Sorgun, Mehmet, Ozbayoglu, Murat, and Evren Ozbayoglu.
Estimation of Frictional Pressure
Losses in Annulus with Pipe Rotation Using Neural Networks and Computational Fluid Dynamics.
10th International Conference on Advances in Civil Engineering, ACE 2012, Ankara, Turkey.
- 2011 - Imamoglu, N, A Eresen, and Ozbayoglu, AM.
Hierarchical rule-based neural network for multiobject
classification using invariant features.
Innovations in Intelligent Systems and Applications
(INISTA), 2011 International Symposium on. IEEE, pp. 296–299.
- 2011 - Mehmet, Sorgun, Ozbayoglu, A.Murat, and Ozbayoglu M. Evren.
Gas-Liquid Flow Through
Horizontal Eccentric Annuli: CFD and Experiments Compared.
ASME-JSME-KSME Joint Fluids
Engineering Conference 2011.
- 2011 - Ozbayoglu, A Murat and H Ertan Yuksel.
Estimation of Multiphase Flow Properties using
Computational Intelligence Models.
Procedia Computer Science, Complex Adaptive Systems,
CAS 2011. Vol. 6, pp. 493–498.
- 2010 - Bıyıkoglu, Atilla, Afsin Güngör, Cosku Kasnakoglu, Özbayoglu, Murat, and Zühtü Uysal.
Effect
of Operation Parameters on Gasification For The Production of Synthesis Gas.
27th Annual
International Pittsburgh Coal Conference.
- 2010 - Gungor, Afsin, Ozbayoglu, Murat, Cosku Kasnakoglu, Atilla Biyikoglu, and Bekir Zuhtu Uysal.
Determination of Air/Fuel and Steam/Fuel ratio for Coal Gasification process to produce Synthesis
Gas.
2nd International Conference on Nuclear and Renewable Energy Sources.
- 2010 - Osgouei, R.E, M.E Ozbayoglu, Ozbayoglu, A.M, and E Yuksel.
Hole Cleaning Performance of
Gasified Drilling Fluids in Horizontal Well Sections. Paper SPE 131378,
SPE International Oil
and Gas Conference & Exhibition.
- 2010 - Osgouei, Reza Ettehadi, ME Ozbayoglu, Ozbayoglu, MA, and E Yuksel.
Flow pattern identification
of gas-liquid flow through horizontal annular geometries. Paper SPE 129123,
SPE oil and gas conference and exhibition, Mumbai, India.
- 2010 - Özbayoglu, A.M., M.E. Özbayoglu, and G. Özbayoglu.
Regression Techniques and Neural
Network for the Estimation of Gross Calorific Value of Turkish Coals.
XIIth International Mineral
Processing Symposium, Cappadocia-Nevsehir, Turkey.
- 2010 - Ozbayoglu, A.Murat and Umur Erkut.
Stock Market Technical Indicator Optimization by
Genetic Algorithms.
Artificial Neural Networks for Engineering 2010 (ANNIE 2010). ASME
Press, pp. 589–596.
- 2010 - Ozbayoglu, Murat, Cosku Kasnakoglu, Afsin Gungor, Atilla Biyikoglu, and Bekir Zuhtu Uysal.
An Analysis of Water Gas-Shift Reactor Battery System for Synthesis Gas Refinement.
11th
International Combustion Symposium.
- 2010 - Ozbayoglu, Mehmet Evren, Reza Ettehadi Osgouei, Ozbayoglu, Ahmet, Ertan Yuksel.
Estimation of very-difficult-to-identify data for hole cleaning, cuttings transport and pressure drop
estimation in directional and horizontal drilling.
IADC/SPE Asia Pacific Drilling Technology
Conference and Exhibition. Society of Petroleum Engineers.
- 2009 - Imamoglu, N, A Eresen, A Yagcı, and Ozbayoglu, A.M.
Performance Analysis of Moments
in Invariant Object Classification.
Intelligent Engineering Systems Through Artificial Neural
Networks. ASME, pp. 447–454.
- 2008 - Ozbayoglu, A.M and I Bahadır.
Comparison of Bayesian Estimation and Neural Network Model
in Stock Market Trading.
Intelligent Engineering Systems Through Artificial Neural Networks.
ASME, pp. 581–586.
- 2008 - Özbayoglu, A.M. and G. Özbayoglu.
Hardgrove Grindability Index Estimation using Neural
Networks”,
International Mineral Processing Symposium (IMPS 2008). International Mineral
Processing Symposium (IMPS 2008), Antalya, Turkey.
- 2008 - Ozbayoglu, A.Murat, Z Aydiner, C Kasnakoglu, and M.E. Ozbayoglu.
Neural network and
genetic programming in pressure loss estimation in eccentric pipe flow.
Intelligent Engineering
Systems Through Artificial Neural Networks. ASME, pp. 163–170.
- 2007 - Ozbayoglu, A.Murat.
Neural based Technical Analysis in Stock Market Forecasting.
Intelligent
Engineering Systems Through Artificial Neural Networks. ASME, pp. 261–266.
- 2007 - Ozbayoglu, AM, ME Ozbayoglu
Using Neural Networks For Flow Pattern And Frictional
Loss Estimation For Aerated Drilling Fluids.
Canadian International Petroleum Conference.
Petroleum Society of Canada.
- 2007 - Ozbayoglu, M.Evren and Ozbayoglu, A.Murat.
Flow pattern and frictional-pressure-loss estimation
using neural networks for UBD operations.
IADC/SPE Managed Pressure Drilling &
Underbalanced Operations.
- 2006 - Strauss, H, Ozbayoglu, A.M, and M.E Ozbayoglu.
Estimation of Foam Stability Properties
Using Image Processing and Artificial Neural Networks.
5th North American Conference on
Multiphase Technology.
- 1997 - Murat Ozbayoglu, A and CH Dagli.
Unsupervised hierarchical fingerprint matching.
Neural Networks, 1997.,
International Conference on. Vol. 3. IEEE, pp. 1439–1442.
- 1995 - Enke, D, HC Lee, Ozbayoglu, AM, A Thammano, and CH Dagli.
An Application to Speaker
Identification Using SimNet.
Intelligence Engineering Systems Through Artificial Neural Networks.
Vol. 5.
- 1995 - Lee, HC, CH Dagli, F Ercal, and Ozbayoglu, AM.
SimNet: A Parallel Neuro-Fuzzy Paradigm
for Data Clustering.
OAI Neural Networks Symposium and Workshop (OAINN’95).
- 1994 - Burkett, K, Ozbayoglu, MA, and CH Dagli.
Automated visual inspection system based on
Hausdorff-Vioronoi network (HAVNET) architecture.
Proceedings-SPIE The International Society
For Optical Engineering, pp. 2344–2347.
- 1994 - Burkett, K, Ozbayoglu, Murat A, and Cihan H Dagli.
Automated visual inspection system
based on HAVNET architecture.
Photonics for Industrial Applications. International Society for
Optics and Photonics, pp. 361–371.
- 1994 - Ozbayoglu, MA, CH Dagli, and B Fulkerson.
A hierarchial neural network implementation for
forecasting.
Neural Networks, 1994. IEEE World Congress on Computational Intelligence., 1994
IEEE International Conference on. Vol. 5, pp. 3184–3189.
- 1993 - Rosandich, Ryan G, Ozbayoglu, Murat A, Eric W Roddiger, and Cihan H Dagli.
Autonomous
parts assembly: comparison of ART and neocognitron.
Optical Engineering and Photonics in
Aerospace Sensing. International Society for Optics and Photonics, pp. 480–490.
Poster Sunumları
- 2013 - Selim F., Adali, M. Fatih Demirci, A. Murat Özbayoglu, and Mustafa Uçar.
Towards the
Automated Autograph and the Recognition of Cuneiform Signs: Preliminary Results 2013. Law
and (Dis)order in the Ancient Near East
59th Rencontre Assyriologique Internationale, July 15-
19, Ghent University
Türkçe Bildiriler
- 2020 - Ö. Meriç, A. M. Özbayoğlu
Yapay Öğrenme ile Yazılım Test Eforu Tahmini
3rd International Conference on Data Science and Applications (ICONDATA 20). June 25-28, Istanbul
- 2018 - Erdogan Dogdu, Murat Ozbayoglu, Ali Yazici, Ziya Karakaya
Perceptions, Expectations and Implementations of Big Data in Public Sector
UBMK'18, International Conference on Computer Engineering, pp. 615-620,
20-23 September 2018, Sarajevo, Bosnia-Herzegovina
- 2018 - D. Utku Ufuk, Ibrahim S. Acikgoz, Mustafa Teke , A. Murat Ozbayoglu,
Dinamik Zaman Bukme ve Ayrik Dalgacik Donusumu ile Uydu Goruntulerinde Bant Eslestirme
IEEE Sinyal Isleme ve Iletisim Uygulamaları Konferansı (SIU 2018),
2-5 May, Cesme, Izmir, Turkey.
- 2016 - Güneş, U., Elbir, Ö., Özbayoğlu, A.M.
Yapay Sinir Ağları ile Kullanıcı Profilleme ve Konfor Seviyesi Tahmini.
International Artificial Intelligence and Data Processing Symposium (IDAP- 16), pp. 413-418, İnönü Üniversitesi, Malatya, Türkiye, 17-18 September, 2016.
- 2013 - Tugçi, R., B. Çelen, and Özbayoglu, A.M.
Comparison of Classifiers for Chatter Detection.
IEEE Sinyal Isleme ve Iletisim Uygulamaları Konferansı (SIU 2013).
- 2011 - Özbayoglu, A.M and I.S Kök.
Sinyal Gücüne Baglı Bina içi Konum Tespiti Modelleri Karsılastırılması.
Fırat Üniversitesi Elektrik-Elektronik Bilgisayar Sempozyumu (FEEB 2011), pp. 99–
104.
- 2010 - Bıyıkoglu, Atilla, Cosku Kasnakoglu, Özbayoglu, A. Murat, Afsin Güngör, D.Ö Özgür, and
B. Zühtü Uysal.
Determination of Coal Gasification parameters for the production of Synthesis
Gas.
9. Ulusal Kimya Muhendisleri Konferansi (UKMK-9).
- 2007 - Erten, Murat, Özbayoglu, Murat, and Bülent Tavlı.
CS0: TOBB ETÜ’de Bilgisayar Mühendisligine
Giris Dersi.
Akademik Bilisim 2007.
- 2007 - Özbayoglu, A.M.
Akıllı aracıların e-saglıkta kullanımı: Hastalık teshis modelleri.
2. E-Saglık
Çalıstayı.
- 2006 - Özbayoglu, A.M.
Yapay Sinir Agları kullanarak hazırlanan bir Hisse senedi deger tahmini
uygulaması.
TOK 06, Otomatik Kontrol Ulusal Toplantısı, pp. 149–152.
- 2005 - Özbayoglu, A.M.
Yönsel Bant geçiren filtre ve yapay sinir agları yardımıyla otomatik parmak
izi sınıflandırma ve tanıma islemi.
II. Polis Bilisim Sempozyumu, pp. 234–237.
- 1995 - Özbayoglu, A.M, H.C Lee, C.H Daglı, F Erçal, and D. Enke.
SimNet: Sınıflandırma uygulamaları
için bir yapay sinir agı.
XVIIth National Conference on Operational Research and Industrial
Engineering Conference.
- 1995 - Sönmezer, O, G Özbayoglu, Ü Atalay, Özbayoglu, M, and C. Daglı.
Ögütme Devresinin Yapay
Sinir Agları ile Modellenmesi.
Madencilikte Bilgisayar Uygulamaları Sempozyumu, pp. 211–217.
Genişletilmiş Özetler
- 2019 - Altay Karamüftüoğlu, Ali Bozbey, Murat Özbayoğlu
Implementation of Neuro-inspired Arithmetic and Logic Circuits by Using Josephson Junction Based Artificial Neurons
IEEE International Superconductive Electronics Conference, ISEC 2019,
Temmuz 28, Ağustos 1, Riverside, CA, ABD.
- 2017 - Altay Karamüftüoğlu, Ali Bozbey, Murat Özbayoğlu
Development of Superconductor Integrated Logic Circuit Design with Artificial Neural Network Structure
International Conference on Condensed Matter and Materials Science,
11-15 Ekim, Adana, 2017.
- 2016 - S. Nikghadam, H.O. Unver, A.M. Ozbayoglu, S.E. Kilic
A Structurally Enhanced Fuzzy Inference System Partner Selection Technique In Forming Virtual Enterprise
INFORMS 2016, 13-16 Kasım, Nashville, TN, ABD.
- 2016 - Özbayoğlu, A.M., Yavuz, M.H.
Rastlantısal Su¨rec¸ ve Genetik Algoritmalar ile Algoritmik Kompozisyon.
International Conference on Mathematics and Mathematics Education (ICMME-2016),
Fırat Üniversitesi, Elazığ, 12-14 Mayıs, 2016.
- 2015 - Sahin, Ugur and Özbayoglu, A.Murat.
Finansal Islemler için Evrimsel Hesaplamalar yoluyla
Egilimden Arındırılmıs Bagıl Güç Endeksi Göstergesi.
MATDER, 14. Matematik Sempozyumu,
14-16 Mayıs, Nigde.
- 2011 - Özbayoglu, A.M., Osgouei R.E., M.E. Özbayoglu, and H.E. Yüksel.
Gaz sıvı karısımlı sondaj
akıslarının kesinti (kırıntı) tasıma özelliklerinin tayini (Determination of Cuttings Transport Properties
of Aerated Drilling Fluids).
IPETGAS 2011, Ankara.
- 2009 - M.E., Ozbayoglu, Ozbayoglu A.M., Osgouei R.E., and Yuksel E.
Determination of Cutting
Concentration through Horizontal Annular Geometry by using Image Processing Techniques.
IPETGAS 09, Ankara.
- 2009 - M.E., Ozbayoglu, Ozbayoglu A.M., Osgouei R.E., and Yuksel E.
Determination of Liquid Hold
up through Horizontal Annular Geometry by using Image Processing Techniques.
IPETGAS 09,
Ankara.
Tez
- 1996 - Ozbayoglu, Ahmet Murat.
Hierarchical fingerprint identification based on an unsupervised
neural network model.
PhD thesis. Engineering Management Dept, University of Missouri-Rolla.
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