A. Murat Ozbayoglu

According to our database, A. Murat Ozbayoglu authored at least 53 papers between 1997 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Algorithmic stock trading based on ensemble deep neural networks trained with time graph.

Muhammed Yilmaz, Mustafa Mert Keskin, Ahmet Murat Özbayoglu

Appl. Soft Comput., 2024

A Domain-Aware Federated Learning Study for CNC Tool Wear Estimation.

Inci Sila Kaleli, Perin Ünal, Bilgin Umut Deveci, Özlem Albayrak, Ahmet Murat Özbayoglu

Proceedings of the Mobile Web and Intelligent Information Systems, 2024

2023

Computational intelligence based point of interest detection by video surveillance implementations.

Emre Tercan, Serkan Tapkin, Furkan Küçük, Ali Demirtas, Ahmet Murat Özbayoglu, Abdussamet Türker

Int. Arab J. Inf. Technol., 2023

Condition Monitoring and Remaining Useful Life Prediction for Tool Wear in CNC Machines.

Perin Ünal, Seyithan Temel, Emre Ummak, Ahmet Murat Özbayoglu

Proceedings of the 10th International Conference on Future Internet of Things and Cloud, 2023

2022

A Review: Sensors Used in Tool Wear Monitoring and Prediction.

Perin Ünal, Bilgin Umut Deveci, Ahmet Murat Özbayoglu

Proceedings of the Mobile Web and Intelligent Information Systems, 2022

A Big Data Application in Manufacturing Industry-Computer Vision to Detect Defects on Bearings.

Perin Ünal, Özlem Albayrak, Meerim Kubatova, Bilgin Umut Deveci, Ege Çirakman, Ç. Ipek Koçal, A. Murat Özbayoglu

Proceedings of the IEEE International Conference on Big Data, 2022

Control System Design and Implementation Based on Big Data and Ontology.

Seyithan Temel, Emre Ummak, Abdülkadir Tokgöz, Furkan Isik, Özlem Albayrak, Perin Ünal, A. Murat Özbayoglu

Proceedings of the IEEE International Conference on Big Data, 2022

2021

Efficient computation of wireless sensor network lifetime through deep neural networks.

Muhammed Yilmaz, Ahmet Murat Özbayoglu, Bülent Tavli

Wirel. Networks, 2021

Deep learning-based investment strategy: technical indicator clustering and residual blocks.

Anuar Maratkhan, Ibrakhim Ilyassov, Madiyar Aitzhanov, M. Fatih Demirci, A. Murat Ozbayoglu

Soft Comput., 2021

Precision and energy-efficient ball-end milling of Ti6Al4V turbine blades using particle swarm optimization.

Muge Kahya, A. Murat Ozbayoglu, Hakki Özgür Ünver

Int. J. Comput. Integr. Manuf., 2021

Channel Characterization for Aircraft Integrated Antennas via Machine Learning.

Yasin Aksan, Melda Yuksel, Ahmet Murat Özbayoglu

Proceedings of the IEEE Wireless Communications and Networking Conference, 2021

Performance Analysis of Machine Learning Models for Object Recognition in Underwater Video Images.

Baris Güney Özdilli, Mustafa Bora Arslan, Tilbe Alp, Özlem Albayrak, Perin Ünal, Özlem Bozkurt, A. Murat Özbayoglu

Proceedings of the 29th Signal Processing and Communications Applications Conference, 2021

An Evaluation Study of EMD, EEMD, and VMD For Chatter Detection in Milling.

Pelin Seyrek, Batihan Sener, A. Murat Özbayoglu, Hakki Özgür Ünver

Proceedings of the 3rd International Conference on Industry 4.0 and Smart Manufacturing (ISM 2022), Virtual Event / Upper Austria University of Applied Sciences - Hagenberg Campus, 2021

Painter Prediction from Artworks with Transfer Learning.

Ceren Cömert, A. Murat Özbayoglu, Cosku Kasnakoglu

Proceedings of the 7th International Conference on Mechatronics and Robotics Engineering, 2021

2020

Web page classification with Google Image Search results.

Fahri Aydos, A. Murat Özbayoglu, Yahya Sirin, M. Fatih Demirci

CoRR, 2020

Financial time series forecasting with deep learning : A systematic literature review: 2005-2019.

Omer Berat Sezer, Mehmet Ugur Gudelek, Ahmet Murat Özbayoglu

Appl. Soft Comput., 2020

Deep learning for financial applications : A survey.

Ahmet Murat Özbayoglu, Mehmet Ugur Gudelek, Omer Berat Sezer

Appl. Soft Comput., 2020

Intelligent Chatter Detection in Milling using Vibration Data Features and Deep Multi-Layer Perceptron.

Batihan Sener, Gokberk Serin, M. Ugur Gudelek, A. Murat Ozbayoglu, Hakki Özgür Ünver

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

2019

Neural network based instant parameter prediction for wireless sensor network optimization models.

Ayhan Akbas, Huseyin Ugur Yildiz, Ahmet Murat Özbayoglu, Bülent Tavli

Wirel. Networks, 2019

Financial Trading Model with Stock Bar Chart Image Time Series with Deep Convolutional Neural Networks.

Omer Berat Sezer, Ahmet Murat Özbayoglu

CoRR, 2019

Financial Forecasting using Deep Learning with an Optimized Trading Strategy.

Anuar Maratkhan, Ibrakhim Ilyassov, Madiyar Aitzhanov, M. Fatih Demirci, A. Murat Ozbayoglu

Proceedings of the IEEE Congress on Evolutionary Computation, 2019

2018

Deep convolutional autoencoder for radar-based classification of similar aided and unaided human activities.

Mehmet Saygin Seyfioglu, Ahmet Murat Özbayoglu, Sevgi Zubeyde Gurbuz

IEEE Trans. Aerosp. Electron. Syst., 2018

Context-Aware Computing, Learning, and Big Data in Internet of Things: A Survey.

Omer Berat Sezer, Erdogan Dogdu, Ahmet Murat Özbayoglu

IEEE Internet Things J., 2018

Algorithmic financial trading with deep convolutional neural networks: Time series to image conversion approach.

Omer Berat Sezer, A. Murat Ozbayoglu

Appl. Soft Comput., 2018

Satellite image band registration with Dynamic Time Warping and Discrete Wavelet Transform.

D. Utku Ufuk, Ibrahim S. Acikgoz, Mustafa Teke, A. Murat Ozbayoglu

Proceedings of the 26th Signal Processing and Communications Applications Conference, 2018

Optimized GPU Implementation of JPEG 2000 for Satellite Image Decompression.

Dervis Utku Ufuk, Alptekin Temizel, Ahmet Murat Özbayoglu

Proceedings of the 2018 IEEE International Conference on Computational Science and Engineering, 2018

Automated Generation of Attack Graphs Using NVD.

M. Ugur Aksu, Kemal Bicakci, M. Hadi Dilek, A. Murat Ozbayoglu, Emin Islam Tatli

Proceedings of the Eighth ACM Conference on Data and Application Security and Privacy, 2018

MIS-IoT: Modular Intelligent Server Based Internet of Things Framework with Big Data and Machine Learning.

Aras Can Onal, Omer Berat Sezer, A. Murat Ozbayoglu, Erdogan Dogdu

Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

2017

An ontology-based multi-agent virtual enterprise system (OMAVE): part 1: domain modelling and rule management.

Bahram Lotfi Sadigh, Hakki Özgür Ünver, Shahrzad Nikghadam, Erdogan Dogdu, A. Murat Ozbayoglu, Sadik Engin Kilic

Int. J. Comput. Integr. Manuf., 2017

An ontology-based multi-agent virtual enterprise system (OMAVE): part 2: partner selection.

Bahram Lotfi Sadigh, Shahrzad Nikghadam, A. Murat Ozbayoglu, Hakki Özgür Ünver, Erdogan Dogdu, Sadik Engin Kilic

Int. J. Comput. Integr. Manuf., 2017

A deep learning based stock trading model with 2-D CNN trend detection.

M. Ugur Gudelek, Salih Arda Boluk, A. Murat Ozbayoglu

Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

Estimation of parameters for the free-form machining with deep neural network.

Gokberk Serin, M. Ugur Gudelek, A. Murat Ozbayoglu, Hakki Özgür Ünver

Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

Weather data analysis and sensor fault detection using an extended IoT framework with semantics, big data, and machine learning.

Aras Can Onal, Omer Berat Sezer, A. Murat Ozbayoglu, Erdogan Dogdu

Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

An Artificial Neural Network-based Stock Trading System Using Technical Analysis and Big Data Framework.

Omer Berat Sezer, A. Murat Ozbayoglu, Erdogan Dogdu

Proceedings of the 2017 ACM Southeast Regional Conference, 2017

2016

Opinion mining of microblog texts on Hadoop ecosystem.

Muhammed Akif Agca, Senol Ataç, Mehmet Mert Yücesan, Yusuf Gökhan Küçükayan, Ahmet Murat Özbayoglu, Erdogan Dogdu

Int. J. Cloud Comput., 2016

An extended IoT framework with semantics, big data, and analytics.

Omer Berat Sezer, Erdogan Dogdu, A. Murat Ozbayoglu, Aras Onal

Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016

A real-time autonomous highway accident detection model based on big data processing and computational intelligence.

A. Murat Ozbayoglu, Yusuf Gökhan Küçükayan, Erdogan Dogdu

Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016

A survey on semantic Web and big data technologies for social network analysis.

Sercan Külcü, Erdogan Dogdu, A. Murat Ozbayoglu

Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016

2015

Generic menu optimization for multi-profile customer systems.

Jeyhun Karimov, A. Murat Özbayoglu, Bülent Tavli, Erdogan Dogdu

Proceedings of the IEEE International Symposium on Systems Engineering, 2015

Evaluation of Partner Companies Based on Fuzzy Inference System for Establishing Virtual Enterprise Consortium.

Shahrzad Nikghadam, Bahram Lotfi Sadigh, Ahmet Murat Özbayoglu, Hakki Özgür Ünver, Sadik Engin Kilic

Proceedings of the Operations Research and Enterprise Systems, 2015

Partner Selection in Formation of Virtual Enterprises using Fuzzy Logic.

Shahrzad Nikghadam, Bahram Lotfi Sadigh, A. Murat Ozbayoglu, Hakki Özgür Ünver, Sadik Engin Kilic

Proceedings of the ICORES 2015, 2015

Clustering Quality Improvement of k-means Using a Hybrid Evolutionary Model.

Jeyhun Karimov, A. Murat Ozbayoglu

Proceedings of the Complex Adaptive Systems 2015 Conference, San Jose, 2015

Developing a two level options trading strategy based on option pair optimization of spread strategies with evolutionary algorithms.

Ilknur Ucar, Ahmet Murat Özbayoglu, Mustafa Ucar

Proceedings of the IEEE Congress on Evolutionary Computation, 2015

High quality clustering of big data and solving empty-clustering problem with an evolutionary hybrid algorithm.

Jeyhun Karimov, A. Murat Ozbayoglu

Proceedings of the 2015 IEEE International Conference on Big Data (IEEE BigData 2015), Santa Clara, CA, USA, October 29, 2015

k-Means Performance Improvements with Centroid Calculation Heuristics Both for Serial and Parallel Environments.

Jeyhun Karimov, A. Murat Ozbayoglu, Erdogan Dogdu

Proceedings of the 2015 IEEE International Congress on Big Data, New York City, NY, USA, June 27, 2015

2014

TN-RSI: Trend-normalized RSI Indicator for Stock Trading Systems with Evolutionary Computation.

Ugur Sahin, A. Murat Ozbayoglu

Proceedings of the Complex Adaptive Systems 2014 Conference, 2014

A Multi-agent System Model for Partner Selection Process in Virtual Enterprise.

Bahram Lotfi Sadigh, F. Arikan, A. Murat Özbayoglu, Hakki Özgür Ünver, Sadik Engin Kilic

Proceedings of the Complex Adaptive Systems 2014 Conference, 2014

2013

Comparison of classifiers for chatter detection.

Recep Tugci, V. Burak Celen, A. Murat Ozbayoglu

Proceedings of the 21st Signal Processing and Communications Applications Conference, 2013

A Two-level Cascade Evolutionary Computation based Covered Call Trading Model.

Mustafa Ucar, Ilknur Bayram, A. Murat Ozbayoglu

Proceedings of the Complex Adaptive Systems 2013 Conference, 2013

2012

Estimation of the Burned Area in Forest Fires Using Computational Intelligence Techniques.

A. Murat Özbayoglu, Recep Bozer

Proceedings of the Complex Adaptive Systems 2012 Conference, 2012

Note and Timbre Classification by Local Features of Spectrogram.

Erhan Guven, A. Murat Özbayoglu

Proceedings of the Complex Adaptive Systems 2012 Conference, 2012

2011

Estimation of Multiphase Flow Properties using Computational Intelligence Models.

A. Murat Özbayoglu, H. Ertan Yuksel

Proceedings of the Complex Adaptive Systems 2011 Conference, 2011

1997

Unsupervised hierarchical fingerprint matching.

A. Murat Ozbayoglu, Cihan H. Dagli

Proceedings of International Conference on Neural Networks (ICNN'97), 1997