Ahmet Murat Özbayoğlu

Author

TOBB University of Economics and Technology ORCID

Also Known As

A. M. Ozbayoglu, A. Murat . Özbayoğlu, A. Murat Ozbayoglu, A. Murat Özbayoğlu, A. Ozbayoglu, A.M. Ozbayoglu, A.M.. M. Ozbayoglu, Ahmet Murat Ozbayoglu, Ahmet Murat Ozbayoglu, Ahmet Murat Özbayoğlu

151

Publications

3.6K

Citations

H-Index

190

Concepts

All Affiliations

TOBB University of Economics and Technology University of Tulsa Middle East Technical University

About

Ahmet Murat Özbayoğlu is an author at TOBB University of Economics and Technology specializing in engineering, data science, and mechanical engineering.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	24	44	2.6K
2	Business	9	9	674
3	Management	4	4	258
4	Health Sciences	2	2	408
5	Language Studies	1	1	16

Ahmet Murat Özbayoğlu

Publications

3.3K

Citations

H-Index

Page 1

	Year	Citations
Context-Aware Computing, Learning, and Big Data in Internet of Things: A Survey Ömer Berat Sezer, Erdoğan Doğdu, Ahmet Murat Özbayoğlu IEEE Internet of Things Journal Smart DevicesEngineeringSmart CityIntelligent SystemsIot System	2017	436
Algorithmic financial trading with deep convolutional neural networks: Time series to image conversion approach Ömer Berat Sezer, Ahmet Murat Özbayoğlu Applied Soft Computing Algorithmic Financial TradingEconomicsFinancial EconomicsAsset PricingQuantitative Finance	2018	408
Deep convolutional autoencoder for radar-based classification of similar aided and unaided human activities Mehmet Saygın Seyfioğlu, Ahmet Murat Özbayoğlu, Sevgi Zübeyde Gürbüz IEEE Transactions on Aerospace and Electronic Systems Convolutional Neural NetworkEngineeringMachine LearningAction Recognition (Movement Science)Autoencoders	2018	354
Review of tool condition monitoring in machining and opportunities for deep learning Gökberk Serin, Batıhan Şener, Ahmet Murat Özbayoğlu, The International Journal of Advanced Manufacturing Technology EngineeringMachine LearningMaterial MachiningTool WearMechanical Engineering	2020	326
A deep learning based stock trading model with 2-D CNN trend detection Mehmet Ugur Gudelek, S. Arda Bölük, Ahmet Murat Özbayoğlu EngineeringMachine LearningTrend PredictionData ScienceAlgorithmic Trading	2017	132
A Deep Neural-Network Based Stock Trading System Based on Evolutionary Optimized Technical Analysis Parameters Ömer Berat Sezer, Ahmet Murat Özbayoğlu, Erdoğan Doğdu Procedia Computer Science EngineeringBusiness IntelligenceBusiness AnalyticsData ScienceDow Stock	2017	112
Financial time series forecasting with deep learning : A systematic literature review: 2005–2019 Ömer Berat Sezer, Mehmet Ugur Gudelek, Ahmet Murat Özbayoğlu Applied Soft Computing Forecasting MethodologyFinancial AnalyticsFinancial Time SeriesSystematic Literature ReviewData Science	2020	110
A real-time autonomous highway accident detection model based on big data processing and computational intelligence Ahmet Murat Özbayoğlu, Yusuf Gökhan Küçükayan, Erdoğan Doğdu Artificial IntelligenceEngineeringMachine LearningTraffic CongestionAdvanced Driver-assistance System	2016	106
A novel chatter detection method for milling using deep convolution neural networks Batıhan Şener, Mehmet Ugur Gudelek, Ahmet Murat Özbayoğlu, Measurement Convolutional Neural NetworkEngineeringMaterial MachiningTool WearMechanical Engineering	2021	88
Estimation of the Burned Area in Forest Fires Using Computational Intelligence Techniques Ahmet Murat Özbayoğlu, Recep Bozer Procedia Computer Science Burned AreaEngineeringData ScienceFire SafetyPredictive Analytics	2012	59

Page 1