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A. Murat Ozbayoglu
Person information
- affiliation: TOBB University of Economics and Technology, Department of Computer Engineering, Ankara, Turkey
- affiliation (PhD 1996): Missouri University of Science and Technology, Smart Engineering System Laboratory, Rolla, MO, USA
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2020 – today
- 2024
- [j14]Muhammed Yilmaz, Mustafa Mert Keskin, Ahmet Murat Özbayoglu
:
Algorithmic stock trading based on ensemble deep neural networks trained with time graph. Appl. Soft Comput. 163: 111847 (2024) - [c37]Inci Sila Kaleli
A Domain-Aware Federated Learning Study for CNC Tool Wear Estimation. MobiWIS 2024: 250-265 - 2023
- [j13]Emre Tercan, Serkan Tapkin, Furkan Küçük, Ali Demirtas, Ahmet Murat Özbayoglu, Abdussamet Türker:
Computational intelligence based point of interest detection by video surveillance implementations. Int. Arab J. Inf. Technol. 20(6): 899-910 (2023) - [c36]Perin Ünal, Seyithan Temel, Emre Ummak, Ahmet Murat Özbayoglu:
Condition Monitoring and Remaining Useful Life Prediction for Tool Wear in CNC Machines. FiCloud 2023: 264-269 - 2022
- [c35]Seyithan Temel, Emre Ummak, Abdülkadir Tokgöz, Furkan Isik, Özlem Albayrak, Perin Ünal, A. Murat Özbayoglu
Control System Design and Implementation Based on Big Data and Ontology. IEEE Big Data 2022: 6048-6056 - [c34]Perin Ünal, Özlem Albayrak, Meerim Kubatova, Bilgin Umut Deveci, Ege Çirakman, Ç. Ipek Koçal, A. Murat Özbayoglu:
A Big Data Application in Manufacturing Industry-Computer Vision to Detect Defects on Bearings. IEEE Big Data 2022: 6074-6083 - [c33]Perin Ünal
A Review: Sensors Used in Tool Wear Monitoring and Prediction. MobiWIS 2022: 193-205 - 2021
- [j12]Muge Kahya, A. Murat Ozbayoglu
Precision and energy-efficient ball-end milling of Ti6Al4V turbine blades using particle swarm optimization. Int. J. Comput. Integr. Manuf. 34(2): 110-133 (2021) - [j11]Anuar Maratkhan, Ibrakhim Ilyassov, Madiyar Aitzhanov, M. Fatih Demirci
Deep learning-based investment strategy: technical indicator clustering and residual blocks. Soft Comput. 25(7): 5151-5161 (2021) - [j10]Muhammed Yilmaz, Ahmet Murat Özbayoglu
Efficient computation of wireless sensor network lifetime through deep neural networks. Wirel. Networks 27(3): 2055-2065 (2021) - [c32]Ceren Cömert, A. Murat Özbayoglu
Painter Prediction from Artworks with Transfer Learning. ICMRE 2021: 204-208 - [c31]Pelin Seyrek, Batihan Sener, A. Murat Özbayoglu
An Evaluation Study of EMD, EEMD, and VMD For Chatter Detection in Milling. ISM 2021: 160-174 - [c30]Baris Güney Özdilli, Mustafa Bora Arslan, Tilbe Alp, Özlem Albayrak, Perin Ünal, Özlem Bozkurt, A. Murat Özbayoglu
Performance Analysis of Machine Learning Models for Object Recognition in Underwater Video Images. SIU 2021: 1-4 - [c29]Yasin Aksan, Melda Yuksel, Ahmet Murat Özbayoglu
Channel Characterization for Aircraft Integrated Antennas via Machine Learning. WCNC 2021: 1-6 - 2020
- [j9]Omer Berat Sezer, Mehmet Ugur Gudelek
Financial time series forecasting with deep learning : A systematic literature review: 2005-2019. Appl. Soft Comput. 90: 106181 (2020) - [j8]Ahmet Murat Özbayoglu
Deep learning for financial applications : A survey. Appl. Soft Comput. 93: 106384 (2020) - [c28]Batihan Sener, Gokberk Serin, M. Ugur Gudelek, A. Murat Ozbayoglu
Intelligent Chatter Detection in Milling using Vibration Data Features and Deep Multi-Layer Perceptron. IEEE BigData 2020: 4759-4768 - [i6]Ahmet Murat Özbayoglu, Mehmet Ugur Gudelek, Omer Berat Sezer:
Deep Learning for Financial Applications : A Survey. CoRR abs/2002.05786 (2020) - [i5]Fahri Aydos, A. Murat Özbayoglu, Yahya Sirin, M. Fatih Demirci:
Web page classification with Google Image Search results. CoRR abs/2006.00226 (2020)
2010 – 2019
- 2019
- [j7]Ayhan Akbas, Huseyin Ugur Yildiz
Neural network based instant parameter prediction for wireless sensor network optimization models. Wirel. Networks 25(6): 3405-3418 (2019) - [c27]Anuar Maratkhan, Ibrakhim Ilyassov, Madiyar Aitzhanov, M. Fatih Demirci
Financial Forecasting using Deep Learning with an Optimized Trading Strategy. CEC 2019: 838-844 - [i4]Omer Berat Sezer, Ahmet Murat Özbayoglu:
Financial Trading Model with Stock Bar Chart Image Time Series with Deep Convolutional Neural Networks. CoRR abs/1903.04610 (2019) - [i3]Omer Berat Sezer, M. Ugur Gudelek, Ahmet Murat Özbayoglu:
Financial Time Series Forecasting with Deep Learning : A Systematic Literature Review: 2005-2019. CoRR abs/1911.13288 (2019) - 2018
- [j6]Omer Berat Sezer
Algorithmic financial trading with deep convolutional neural networks: Time series to image conversion approach. Appl. Soft Comput. 70: 525-538 (2018) - [j5]Omer Berat Sezer
Context-Aware Computing, Learning, and Big Data in Internet of Things: A Survey. IEEE Internet Things J. 5(1): 1-27 (2018) - [j4]Mehmet Saygin Seyfioglu, Ahmet Murat Özbayoglu
Deep convolutional autoencoder for radar-based classification of similar aided and unaided human activities. IEEE Trans. Aerosp. Electron. Syst. 54(4): 1709-1723 (2018) - [c26]Aras Can Onal, Omer Berat Sezer, A. Murat Ozbayoglu
MIS-IoT: Modular Intelligent Server Based Internet of Things Framework with Big Data and Machine Learning. IEEE BigData 2018: 2270-2279 - [c25]M. Ugur Aksu, Kemal Bicakci
Automated Generation of Attack Graphs Using NVD. CODASPY 2018: 135-142 - [c24]Dervis Utku Ufuk, Alptekin Temizel
Optimized GPU Implementation of JPEG 2000 for Satellite Image Decompression. CSE 2018: 56-61 - [c23]D. Utku Ufuk, Ibrahim S. Acikgoz, Mustafa Teke
Satellite image band registration with Dynamic Time Warping and Discrete Wavelet Transform. SIU 2018: 1-4 - 2017
- [j3]Bahram Lotfi Sadigh
An ontology-based multi-agent virtual enterprise system (OMAVE): part 1: domain modelling and rule management. Int. J. Comput. Integr. Manuf. 30(2-3): 320-343 (2017) - [j2]Bahram Lotfi Sadigh
An ontology-based multi-agent virtual enterprise system (OMAVE): part 2: partner selection. Int. J. Comput. Integr. Manuf. 30(10): 1072-1092 (2017) - [c22]Omer Berat Sezer, A. Murat Ozbayoglu
An Artificial Neural Network-based Stock Trading System Using Technical Analysis and Big Data Framework. ACM Southeast Regional Conference 2017: 223-226 - [c21]Aras Can Onal, Omer Berat Sezer, A. Murat Ozbayoglu
Weather data analysis and sensor fault detection using an extended IoT framework with semantics, big data, and machine learning. IEEE BigData 2017: 2037-2046 - [c20]Gokberk Serin
Estimation of parameters for the free-form machining with deep neural network. IEEE BigData 2017: 2102-2111 - [c19]M. Ugur Gudelek
A deep learning based stock trading model with 2-D CNN trend detection. SSCI 2017: 1-8 - [i2]A. Murat Ozbayoglu, Gökhan Küçükayan, Erdogan Dogdu:
A Real-Time Autonomous Highway Accident Detection Model Based on Big Data Processing and Computational Intelligence. CoRR abs/1712.09227 (2017) - [i1]Omer Berat Sezer, A. Murat Ozbayoglu, Erdogan Dogdu:
An Artificial Neural Network-based Stock Trading System Using Technical Analysis and Big Data Framework. CoRR abs/1712.09592 (2017) - 2016
- [j1]Muhammed Akif Agca, Senol Ataç, Mehmet Mert Yücesan, Yusuf Gökhan Küçükayan
Opinion mining of microblog texts on Hadoop ecosystem. Int. J. Cloud Comput. 5(1/2): 79-90 (2016) - [c18]Sercan Külcü, Erdogan Dogdu
A survey on semantic Web and big data technologies for social network analysis. IEEE BigData 2016: 1768-1777 - [c17]A. Murat Ozbayoglu
A real-time autonomous highway accident detection model based on big data processing and computational intelligence. IEEE BigData 2016: 1807-1813 - [c16]Omer Berat Sezer, Erdogan Dogdu
An extended IoT framework with semantics, big data, and analytics. IEEE BigData 2016: 1849-1856 - 2015
- [c15]Jeyhun Karimov, A. Murat Ozbayoglu
k-Means Performance Improvements with Centroid Calculation Heuristics Both for Serial and Parallel Environments. BigData Congress 2015: 444-451 - [c14]Jeyhun Karimov, A. Murat Ozbayoglu
High quality clustering of big data and solving empty-clustering problem with an evolutionary hybrid algorithm. IEEE BigData 2015: 1473-1478 - [c13]Ilknur Ucar, Ahmet Murat Özbayoglu
Developing a two level options trading strategy based on option pair optimization of spread strategies with evolutionary algorithms. CEC 2015: 2526-2531 - [c12]Jeyhun Karimov, A. Murat Ozbayoglu
Clustering Quality Improvement of k-means Using a Hybrid Evolutionary Model. Complex Adaptive Systems 2015: 38-45 - [c11]Shahrzad Nikghadam, Bahram Lotfi Sadigh, A. Murat Ozbayoglu, Hakki Özgür Ünver, Sadik Engin Kilic:
Partner Selection in Formation of Virtual Enterprises using Fuzzy Logic. ICORES 2015: 82-88 - [c10]Shahrzad Nikghadam, Bahram Lotfi Sadigh, Ahmet Murat Özbayoglu
Evaluation of Partner Companies Based on Fuzzy Inference System for Establishing Virtual Enterprise Consortium. ICORES (Selected Papers) 2015: 104-115 - [c9]Jeyhun Karimov, A. Murat Özbayoglu
Generic menu optimization for multi-profile customer systems. ISSE 2015: 163-169 - 2014
- [c8]Ugur Sahin, A. Murat Ozbayoglu
TN-RSI: Trend-normalized RSI Indicator for Stock Trading Systems with Evolutionary Computation. Complex Adaptive Systems 2014: 240-245 - [c7]Bahram Lotfi Sadigh, F. Arikan, A. Murat Özbayoglu
A Multi-agent System Model for Partner Selection Process in Virtual Enterprise. Complex Adaptive Systems 2014: 367-372 - 2013
- [c6]Mustafa Ucar
A Two-level Cascade Evolutionary Computation based Covered Call Trading Model. Complex Adaptive Systems 2013: 472-477 - [c5]Recep Tugci, V. Burak Celen, A. Murat Ozbayoglu
Comparison of classifiers for chatter detection. SIU 2013: 1-3 - 2012
- [c4]Erhan Guven, A. Murat Özbayoglu
Note and Timbre Classification by Local Features of Spectrogram. Complex Adaptive Systems 2012: 182-187 - [c3]A. Murat Özbayoglu
Estimation of the Burned Area in Forest Fires Using Computational Intelligence Techniques. Complex Adaptive Systems 2012: 282-287 - 2011
- [c2]A. Murat Özbayoglu
Estimation of Multiphase Flow Properties using Computational Intelligence Models. Complex Adaptive Systems 2011: 493-498
1990 – 1999
- 1997
- [c1]A. Murat Ozbayoglu
Unsupervised hierarchical fingerprint matching. ICNN 1997: 1439-1442
Coauthor Index
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