עקוב אחר
A. Murat Ozbayoglu
A. Murat Ozbayoglu
Artificial Intelligence & Computer Engineering, TOBB University of Economics and Technology
כתובת אימייל מאומתת בדומיין etu.edu.tr - דף הבית
כותרת
צוטט על ידי
צוטט על ידי
שנה
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
13772020
Deep learning for financial applications: A survey‏
AM Ozbayoglu, MU Gudelek, OB Sezer‏
Applied soft computing 93, 106384, 2020‏
5652020
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
5082018
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
4732018
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
3942018
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
3312020
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
1742017
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
1562017
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
1182016
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
982017
An artificial neural network-based stock trading system using technical analysis and big data framework‏
OB Sezer, AM Ozbayoglu, E Dogdu‏
Proceedings of the 2017 ACM Southeast Conference, 223-226, 2017‏
932017
Estimation of the burned area in forest fires using computational intelligence techniques‏
AM Özbayoğlu, R Bozer‏
Procedia Computer Science 12, 282-287, 2012‏
792012
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
762020
A novel chatter detection method for milling using deep convolution neural networks‏
B Sener, MU Gudelek, AM Ozbayoglu, HO Unver‏
Measurement 182, 109689, 2021‏
742021
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
742017
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
712018
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
632008
Automated vehicle classification with image processing and computational intelligence‏
SS Sarikan, AM Ozbayoglu, O Zilci‏
Procedia Computer Science 114, 515-522, 2017‏
572017
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
542016
Neural network based instant parameter prediction for wireless sensor network optimization models‏
A Akbas, HU Yildiz, AM Ozbayoglu, B Tavli‏
Wireless Networks 25, 3405-3418, 2019‏
532019
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מאמרים 1–20