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A. Murat Ozbayoglu
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Year
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
10472020
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
4752018
Deep learning for financial applications: A survey
AM Ozbayoglu, MU Gudelek, OB Sezer
Applied soft computing 93, 106384, 2020
4402020
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
4202018
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
3682018
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
2612020
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
1512017
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
1402017
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
1062016
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
912017
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
882017
Estimation of the burned area in forest fires using computational intelligence techniques
AM Özbayoğlu, R Bozer
Procedia Computer Science 12, 282-287, 2012
742012
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
672020
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
672017
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
642008
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
602018
A novel chatter detection method for milling using deep convolution neural networks
B Sener, MU Gudelek, AM Ozbayoglu, HO Unver
Measurement 182, 109689, 2021
562021
Automated vehicle classification with image processing and computational intelligence
SS Sarikan, AM Ozbayoglu, O Zilci
Procedia computer science 114, 515-522, 2017
532017
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
512016
Anomaly detection in vehicle traffic with image processing and machine learning
SS Sarikan, AM Ozbayoglu
Procedia Computer Science 140, 64-69, 2018
502018
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