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A. Murat Ozbayoglu
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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
3942020
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
3442018
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
2442018
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
2312018
Deep learning for financial applications: A survey
AM Ozbayoglu, MU Gudelek, OB Sezer
Applied Soft Computing 93, 106384, 2020
1542020
Review of tool condition monitoring in machining and opportunities for deep learning
G Serin, B Sener, AM Ozbayoglu, HO Unver
The International Journal of Advanced Manufacturing Technology 109 (3), 953-974, 2020
972020
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
922017
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
902017
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
662016
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
602017
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
602008
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
582017
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
582017
Estimation of the burned area in forest fires using computational intelligence techniques
AM Özbayoğlu, R Bozer
Procedia Computer Science 12, 282-287, 2012
562012
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
422016
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
392009
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
382012
Automated vehicle classification with image processing and computational intelligence
SS Sarikan, AM Ozbayoglu, O Zilci
Procedia Computer Science 114, 515-522, 2017
372017
Financial trading model with stock bar chart image time series with deep convolutional neural networks
OB Sezer, AM Ozbayoglu
Intelligent Automation and Soft Computing 26 (2), 323-334, 2020
342020
Automated generation of attack graphs using NVD
MU Aksu, K Bicakci, MH Dilek, AM Ozbayoglu, E Tatli
Proceedings of the Eighth ACM Conference on Data and Application Security …, 2018
342018
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