A. Murat Ozbayoglu

27 papers B 1C 1Journal 7Unranked 18
YearRankTypeTitle / Venue / Authors
2021 J jnl
Deep learning-based investment strategy: technical indicator clustering and residual blocks.
Soft Comput.
Anuar Maratkhan, Ibrakhim Ilyassov, Madiyar Aitzhanov, M. Fatih Demirci, A. Murat Ozbayoglu
2021 J jnl
Precision and energy-efficient ball-end milling of Ti6Al4V turbine blades using particle swarm optimization.
Int. J. Comput. Integr. Manuf.
Muge Kahya, A. Murat Ozbayoglu, Hakki Özgür Ünver
2020 — conf
Intelligent Chatter Detection in Milling using Vibration Data Features and Deep Multi-Layer Perceptron.
IEEE BigData
Batihan Sener, Gokberk Serin, M. Ugur Gudelek, A. Murat Ozbayoglu, Hakki Özgür Ünver
2019 B conf
Financial Forecasting using Deep Learning with an Optimized Trading Strategy.
CEC
Anuar Maratkhan, Ibrakhim Ilyassov, Madiyar Aitzhanov, M. Fatih Demirci, A. Murat Ozbayoglu
2018 J jnl
Algorithmic financial trading with deep convolutional neural networks: Time series to image conversion approach.
Appl. Soft Comput.
Omer Berat Sezer, A. Murat Ozbayoglu
2018 — conf
Automated Generation of Attack Graphs Using NVD.
CODASPY
M. Ugur Aksu, Kemal Bicakci, M. Hadi Dilek, A. Murat Ozbayoglu, Emin Islam Tatli
2018 — conf
MIS-IoT: Modular Intelligent Server Based Internet of Things Framework with Big Data and Machine Learning.
IEEE BigData
Aras Can Onal, Omer Berat Sezer, A. Murat Ozbayoglu, Erdogan Dogdu
2018 — conf
Satellite image band registration with Dynamic Time Warping and Discrete Wavelet Transform.
SIU
D. Utku Ufuk, Ibrahim S. Acikgoz, Mustafa Teke, A. Murat Ozbayoglu
2017 J jnl
A Real-Time Autonomous Highway Accident Detection Model Based on Big Data Processing and Computational Intelligence.
CoRR
A. Murat Ozbayoglu, Gökhan Küçükayan, Erdogan Dogdu
2017 — conf
A deep learning based stock trading model with 2-D CNN trend detection.
SSCI
M. Ugur Gudelek, Salih Arda Boluk, A. Murat Ozbayoglu
2017 — conf
An Artificial Neural Network-based Stock Trading System Using Technical Analysis and Big Data Framework.
ACM Southeast Regional Conference
Omer Berat Sezer, A. Murat Ozbayoglu, Erdogan Dogdu
2017 J jnl
An Artificial Neural Network-based Stock Trading System Using Technical Analysis and Big Data Framework.
CoRR
Omer Berat Sezer, A. Murat Ozbayoglu, Erdogan Dogdu
2017 J jnl
An ontology-based multi-agent virtual enterprise system (OMAVE): part 1: domain modelling and rule management.
Int. J. Comput. Integr. Manuf.
Bahram Lotfi Sadigh, Hakki Özgür Ünver, Shahrzad Nikghadam, Erdogan Dogdu, A. Murat Ozbayoglu, Sadik Engin Kilic
2017 J jnl
An ontology-based multi-agent virtual enterprise system (OMAVE): part 2: partner selection.
Int. J. Comput. Integr. Manuf.
Bahram Lotfi Sadigh, Shahrzad Nikghadam, A. Murat Ozbayoglu, Hakki Özgür Ünver, Erdogan Dogdu, Sadik Engin Kilic
2017 — conf
Estimation of parameters for the free-form machining with deep neural network.
IEEE BigData
Gokberk Serin, M. Ugur Gudelek, A. Murat Ozbayoglu, Hakki Özgür Ünver
2017 — conf
Weather data analysis and sensor fault detection using an extended IoT framework with semantics, big data, and machine learning.
IEEE BigData
Aras Can Onal, Omer Berat Sezer, A. Murat Ozbayoglu, Erdogan Dogdu
2016 — conf
A real-time autonomous highway accident detection model based on big data processing and computational intelligence.
IEEE BigData
A. Murat Ozbayoglu, Yusuf Gökhan Küçükayan, Erdogan Dogdu
2016 — conf
A survey on semantic Web and big data technologies for social network analysis.
IEEE BigData
Sercan Külcü, Erdogan Dogdu, A. Murat Ozbayoglu
2016 — conf
An extended IoT framework with semantics, big data, and analytics.
IEEE BigData
Omer Berat Sezer, Erdogan Dogdu, A. Murat Ozbayoglu, Aras Onal
2015 — conf
Clustering Quality Improvement of k-means Using a Hybrid Evolutionary Model.
Complex Adaptive Systems
Jeyhun Karimov, A. Murat Ozbayoglu
2015 — conf
High quality clustering of big data and solving empty-clustering problem with an evolutionary hybrid algorithm.
IEEE BigData
Jeyhun Karimov, A. Murat Ozbayoglu
2015 C conf
Partner Selection in Formation of Virtual Enterprises using Fuzzy Logic.
ICORES
Shahrzad Nikghadam, Bahram Lotfi Sadigh, A. Murat Ozbayoglu, Hakki Özgür Ünver, Sadik Engin Kilic
2015 — conf
k-Means Performance Improvements with Centroid Calculation Heuristics Both for Serial and Parallel Environments.
BigData Congress
Jeyhun Karimov, A. Murat Ozbayoglu, Erdogan Dogdu
2014 — conf
TN-RSI: Trend-normalized RSI Indicator for Stock Trading Systems with Evolutionary Computation.
Complex Adaptive Systems
Ugur Sahin, A. Murat Ozbayoglu
2013 — conf
A Two-level Cascade Evolutionary Computation based Covered Call Trading Model.
Complex Adaptive Systems
Mustafa Ucar, Ilknur Bayram, A. Murat Ozbayoglu
2013 — conf
Comparison of classifiers for chatter detection.
SIU
Recep Tugci, V. Burak Celen, A. Murat Ozbayoglu
1997 — conf
Unsupervised hierarchical fingerprint matching.
ICNN
A. Murat Ozbayoglu, Cihan H. Dagli