Murat Ozbayoglu
Title
Cited by
Cited by
Year
Context-aware computing, learning, and big data in internet of things: a survey
OB Sezer, E Dogdu, AM Ozbayoglu
IEEE Internet of Things Journal 5 (1), 1-27, 2018
1752018
Deep Convolutional Autoencoder for Radar-Based Classification of Similar Aided and Unaided Human Activities
MS Seyfioglu, AM Ozbayoglu, SZ Gurbuz
IEEE Transactions on Aerospace and Electronic Systems, 2018
992018
Algorithmic financial trading with deep convolutional neural networks: Time series to image conversion approach
OB Sezer, AM Ozbayoglu
Applied Soft Computing 70, 525-538, 2018
702018
Estimation of Hardgrove grindability index of Turkish coals by neural networks
G Özbayoğlu, AM Özbayoğlu, ME Özbayoğlu
International Journal of Mineral Processing 85 (4), 93-100, 2008
482008
Deep learning of micro-Doppler features for aided and unaided gait recognition
MS Seyfioğlu, SZ Gürbüz, AM Özbayoğlu, M Yüksel
Radar Conference (RadarConf), 2017 IEEE, 1125-1130, 2017
422017
A Deep Neural-Network Based Stock Trading System Based on Evolutionary Optimized Technical Analysis Parameters
OB Sezer, M Ozbayoglu, E Dogdu
Procedia Computer Science 114, 473-480, 2017
392017
Estimation of the burned area in forest fires using computational intelligence techniques
AM Özbayoğlu, R Bozer
Procedia Computer Science 12, 282-287, 2012
372012
An artificial neural network-based stock trading system using technical analysis and big data framework
OB Sezer, AM Ozbayoglu, E Dogdu
proceedings of the southeast conference, 223-226, 2017
362017
Estimating flow patterns and frictional pressure losses of two-phase fluids in horizontal wellbores using artificial neural networks
EM Ozbayoglu, MA Ozbayoglu
Petroleum science and technology 27 (2), 135-149, 2009
352009
A real-time autonomous highway accident detection model based on big data processing and computational intelligence
M Ozbayoglu, G Kucukayan, E Dogdu
2016 IEEE International Conference on Big Data (Big Data), 1807-1813, 2016
302016
Financial time series forecasting with deep learning: A systematic literature review: 2005–2019
OB Sezer, MU Gudelek, AM Ozbayoglu
Applied Soft Computing 90, 106181, 2020
272020
An extended iot framework with semantics, big data, and analytics
OB Sezer, E Dogdu, M Ozbayoglu, A Onal
2016 IEEE International Conference on Big Data (Big Data), 1849-1856, 2016
262016
A deep learning based stock trading model with 2-D CNN trend detection
MU Gudelek, SA Boluk, AM Ozbayoglu
2017 IEEE Symposium Series on Computational Intelligence (SSCI), 1-8, 2017
252017
Clustering quality improvement of k-means using a hybrid evolutionary model
J Karimov, M Ozbayoglu
Procedia Computer Science 61, 38-45, 2015
242015
Hole Cleaning Performance of Gasified Drilling Fluids in Horizontal Well Sections
M Ozbayoglu, R Osgouei, M Ozbayoglu, E Yuksel
SPE Journal 17 (3), 912-923, 2012
232012
Estimation of very-difficult-to-identify data for hole cleaning, cuttings transport and pressure drop estimation in directional and horizontal drilling
ME Ozbayoglu, R Ettehadi Osgouei, A Ozbayoglu, E Yuksel
IADC/SPE Asia Pacific Drilling Technology Conference and Exhibition, 2010
23*2010
Weather Data Analysis and Sensor Fault Detection Using An Extended IoT Framework with Semantics, Big Data, and Machine Learning
AC Onal, OB Sezer, M Ozbayoglu, E Dogdu
2017 IEEE International Conference on Big Data, 2017
222017
Analysis of gas–liquid behavior in eccentric horizontal annuli with image processing and artificial intelligence techniques
AM Ozbayoglu, HE Yuksel
Journal of Petroleum Science and Engineering 81 (1), 31-40, 2012
222012
Automated vehicle classification with image processing and computational intelligence
SS Sarikan, AM Ozbayoglu, O Zilci
Procedia computer science 114, 515-522, 2017
19*2017
Flow pattern identification of gas-liquid flow through horizontal annular geometries
RE Osgouei, ME Ozbayoglu, MA Ozbayoglu, E Yuksel
SPE Oil and Gas Conference and Exhibition, Mumbai, India, Jan, 20-22, 2010
19*2010
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Articles 1–20