A. Murat Ozbayoglu 个人学术档案

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	总计	2019 年至今
引用	5398	4815
h 指数	31	25
i10 指数	62	52

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Erdogan DogduProfessor of Computer Science, Angelo State University在 angelo.edu 的电子邮件经过验证
Ömer Berat SezerPhD, TOBB University of Economics & Technology在 etu.edu.tr 的电子邮件经过验证
Hakki Ozgur UnverProfessor of Mechanical Engineering, TOBB University of Economics and Technology在 etu.edu.tr 的电子邮件经过验证
Ugur GudelekTampere University在 tuni.fi 的电子邮件经过验证
H. Ertan YükselPhD(c)在 metu.edu.tr 的电子邮件经过验证
Evren OzbayogluProf.Dr., The University of Tulsa在 utulsa.edu 的电子邮件经过验证
Sadik Engin KILICProfessor, Chairman of Manufacturing Engineering, Atilim University在 atilim.edu.tr 的电子邮件经过验证
Batihan SenerTOBB University of Economics and Technology在 etu.edu.tr 的电子邮件经过验证
Sevgi Z. GurbuzUniversity of Alabama at Tuscaloosa在 alum.mit.edu 的电子邮件经过验证
Shahrzad NikghadamPort of Rotterdam Authority在 portofrotterdam.com 的电子邮件经过验证
Mehmet Saygin SeyfiogluUniversity of Washington在 cs.washington.edu 的电子邮件经过验证
Afsin GungorMakine Mühendisliği, Akdeniz Üniversitesi在 akdeniz.edu.tr 的电子邮件经过验证
Atilla BıyıkoğluGazi Üniversitesi Mühendislik Fakültesi Makina Mühendisliği Bölümü在 gazi.edu.tr 的电子邮件经过验证
Aras Can OnalTobb University Economics and Technology在 etu.edu.tr 的电子邮件经过验证
Bulent TavliChair & Professor, Electrical and Electronics Engineering & Artificial Intelligence Eng., TOBB-ETU在 etu.edu.tr 的电子邮件经过验证
M. Fatih DemirciProfessor and Chair, Department of Computer Engineering, Ankara Yildirim Beyazit University在 aybu.edu.tr 的电子邮件经过验证
Gokhan KucukayanPhD在 alumni.bilkent.edu.tr 的电子邮件经过验证
Oney ErgeUniversity of Texas at Austin在 utexas.edu 的电子邮件经过验证
Mehmet Sorgun (orcid.org/0000-0003-...Prof.Dr., Izmir Katip Celebi University, Civil Engineering Department在 ikc.edu.tr 的电子邮件经过验证
Melda YukselAssociate Professor, Middle East Technical University在 metu.edu.tr 的电子邮件经过验证

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A. Murat Ozbayoglu

Artificial Intelligence & Computer Engineering, TOBB University of Economics and Technology

在 etu.edu.tr 的电子邮件经过验证 - 首页

Pattern Recognition Algorithmic Trading Predictive Analytics Applied Machine Learning Computer Vision


标题按引用次数排序按年份排序按标题排序	引用次数引用次数	年份
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	1066	2020
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	479	2018
Deep learning for financial applications: A survey AM Ozbayoglu, MU Gudelek, OB Sezer Applied soft computing 93, 106384, 2020	455	2020
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	429	2018
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	370	2018
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	264	2020
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	152	2017
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	147	2017
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	106	2016
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	93	2017
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	88	2017
Estimation of the burned area in forest fires using computational intelligence techniques AM Özbayoğlu, R Bozer Procedia Computer Science 12, 282-287, 2012	74	2012
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	68	2020
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	67	2017
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	64	2008
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	61	2018
A novel chatter detection method for milling using deep convolution neural networks B Sener, MU Gudelek, AM Ozbayoglu, HO Unver Measurement 182, 109689, 2021	56	2021
Automated vehicle classification with image processing and computational intelligence SS Sarikan, AM Ozbayoglu, O Zilci Procedia computer science 114, 515-522, 2017	53	2017
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	51	2016
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	50	2019

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