A. Murat Ozbayoglu

Publication Activity (10 Years)

Years Active: 1997-2021
Publications (10 Years): 23

Top Topics

Evolutionary Computation

Top Venues

Int. J. Comput. Integr. Manuf.

Complex Adaptive Systems

Publications

Anuar Maratkhan, Ibrakhim Ilyassov, Madiyar Aitzhanov, M. Fatih Demirci, A. Murat Ozbayoglu
Deep learning-based investment strategy: technical indicator clustering and residual blocks. Soft Comput. 25 (7) (2021)
Muge Kahya, A. Murat Ozbayoglu, Hakki Özgür Ünver
Precision and energy-efficient ball-end milling of Ti6Al4V turbine blades using particle swarm optimization. Int. J. Comput. Integr. Manuf. 34 (2) (2021)
Batihan Sener, Gokberk Serin, M. Ugur Gudelek, A. Murat Ozbayoglu, Hakki Özgür Ünver
Intelligent Chatter Detection in Milling using Vibration Data Features and Deep Multi-Layer Perceptron. IEEE BigData (2020)
Anuar Maratkhan, Ibrakhim Ilyassov, Madiyar Aitzhanov, M. Fatih Demirci, A. Murat Ozbayoglu
Financial Forecasting using Deep Learning with an Optimized Trading Strategy. CEC (2019)
D. Utku Ufuk, Ibrahim S. Acikgoz, Mustafa Teke, A. Murat Ozbayoglu
Satellite image band registration with Dynamic Time Warping and Discrete Wavelet Transform. SIU (2018)
Omer Berat Sezer, A. Murat Ozbayoglu
Algorithmic financial trading with deep convolutional neural networks: Time series to image conversion approach. Appl. Soft Comput. 70 (2018)
M. Ugur Aksu, Kemal Bicakci, M. Hadi Dilek, A. Murat Ozbayoglu, Emin Islam Tatli
Automated Generation of Attack Graphs Using NVD. CODASPY (2018)
Aras Can Onal, Omer Berat Sezer, A. Murat Ozbayoglu, Erdogan Dogdu
MIS-IoT: Modular Intelligent Server Based Internet of Things Framework with Big Data and Machine Learning. IEEE BigData (2018)
M. Ugur Gudelek, Salih Arda Boluk, A. Murat Ozbayoglu
A deep learning based stock trading model with 2-D CNN trend detection. SSCI (2017)
Bahram Lotfi Sadigh, Shahrzad Nikghadam, A. Murat Ozbayoglu, Hakki Özgür Ünver, Erdogan Dogdu, Sadik Engin Kilic
An ontology-based multi-agent virtual enterprise system (OMAVE): part 2: partner selection. Int. J. Comput. Integr. Manuf. 30 (10) (2017)
Aras Can Onal, Omer Berat Sezer, A. Murat Ozbayoglu, Erdogan Dogdu
Weather data analysis and sensor fault detection using an extended IoT framework with semantics, big data, and machine learning. IEEE BigData (2017)
Bahram Lotfi Sadigh, Hakki Özgür Ünver, Shahrzad Nikghadam, Erdogan Dogdu, A. Murat Ozbayoglu, Sadik Engin Kilic
An ontology-based multi-agent virtual enterprise system (OMAVE): part 1: domain modelling and rule management. Int. J. Comput. Integr. Manuf. 30 (2-3) (2017)
A. Murat Ozbayoglu, Gökhan Küçükayan, Erdogan Dogdu
A Real-Time Autonomous Highway Accident Detection Model Based on Big Data Processing and Computational Intelligence. CoRR (2017)
Omer Berat Sezer, A. Murat Ozbayoglu, Erdogan Dogdu
An Artificial Neural Network-based Stock Trading System Using Technical Analysis and Big Data Framework. CoRR (2017)
Gokberk Serin, M. Ugur Gudelek, A. Murat Ozbayoglu, Hakki Özgür Ünver
Estimation of parameters for the free-form machining with deep neural network. IEEE BigData (2017)
Omer Berat Sezer, A. Murat Ozbayoglu, Erdogan Dogdu
An Artificial Neural Network-based Stock Trading System Using Technical Analysis and Big Data Framework. ACM Southeast Regional Conference (2017)
Sercan Külcü, Erdogan Dogdu, A. Murat Ozbayoglu
A survey on semantic Web and big data technologies for social network analysis. IEEE BigData (2016)
A. Murat Ozbayoglu, Yusuf Gökhan Küçükayan, Erdogan Dogdu
A real-time autonomous highway accident detection model based on big data processing and computational intelligence. IEEE BigData (2016)
Omer Berat Sezer, Erdogan Dogdu, A. Murat Ozbayoglu, Aras Onal
An extended IoT framework with semantics, big data, and analytics. IEEE BigData (2016)
Jeyhun Karimov, A. Murat Ozbayoglu
Clustering Quality Improvement of k-means Using a Hybrid Evolutionary Model. Complex Adaptive Systems (2015)
Jeyhun Karimov, A. Murat Ozbayoglu
High quality clustering of big data and solving empty-clustering problem with an evolutionary hybrid algorithm. IEEE BigData (2015)
Jeyhun Karimov, A. Murat Ozbayoglu, Erdogan Dogdu
k-Means Performance Improvements with Centroid Calculation Heuristics Both for Serial and Parallel Environments. BigData Congress (2015)
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)
Ugur Sahin, A. Murat Ozbayoglu
TN-RSI: Trend-normalized RSI Indicator for Stock Trading Systems with Evolutionary Computation. Complex Adaptive Systems (2014)
Recep Tugci, V. Burak Celen, A. Murat Ozbayoglu
Comparison of classifiers for chatter detection. SIU (2013)
Mustafa Ucar, Ilknur Bayram, A. Murat Ozbayoglu
A Two-level Cascade Evolutionary Computation based Covered Call Trading Model. Complex Adaptive Systems (2013)
A. Murat Ozbayoglu, Cihan H. Dagli
Unsupervised hierarchical fingerprint matching. ICNN (1997)