A. Murat Ozbayoglu

27 papers B 1C 1Journal 7Unranked 18

Year	Rank	Type	Title / 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