Publications

Publications:

Scholar Google Link: https://scholar.google.com.tr/citations?user=t-i73N4AAAAJ&hl=tr&oi=ao

ResearchGate Link: https://www.researchgate.net/profile/Omer_Sezer

Github Link: https://github.com/omerbsezer

Journal Papers:

  • Algorithmic Financial Trading with Deep Convolutional Neural Networks: Time Series to Image Conversion Approach
    Omer Berat Sezer, Ahmet Murat Ozbayoglu
    (Journal) Applied Soft Computing, 2018
    Paper Links: [Elsevier] [ResearchGate] [BibTex]
  • Context Aware Computing, Learning and Big Data in Internet of Things: A Survey
    Omer Berat Sezer, Erdogan Dogdu, Ahmet Murat Ozbayoglu
    (Journal) IEEE Internet of Things Journal, 2018
    Paper Links: [IEEE] [ResearchGate] [BibTex]
  • Financial Trading Model with Stock Bar Chart Image Time Series with Deep Convolutional Neural Networks
    Omer Berat Sezer,  Ahmet Murat Ozbayoglu
    (Journal) Intelligent Automation & Soft Computing Journal, In-progress. Accepted.
    Paper Links: [Arxiv]

 

Conference Papers:

  • MIS-IoT: Modular Intelligent Server Based Internet of Things Framework with Big Data and Machine Learning
    Aras Onal, Omer Berat Sezer, Ahmet Murat Ozbayoglu, Erdogan Dogdu
    (Conference) IEEE Big Data, 2018
    Paper Links: [IEEE]
  • The Design and Architecture of Earth Orbiting Satellite Simulator (EOSS)
    Burak Ekinci, Yavuz Ozturk, Berk Yurttagul, Omer Berat Sezer, Coskun Celik, Murat Karahan
    (Conference) AIAA Space Ops, 2018
    Paper Links: [AIAA]
  • A Deep Neural-Network Based Stock Trading System Based on Evolutionary Optimized Technical Analysis Parameters
    Omer Berat Sezer, Ahmet Murat Ozbayoglu, Erdogan Dogdu
    (Conference) Procedia Computer Science, Complex Adaptive System, 2017
    Paper Links: [ScienceDirect][ResearchGate][BibTex][Code-Github]
  • An Artificial Neural Network-based Stock Trading System Using Technical Analysis and Big Data Framework
    Omer Berat Sezer, Ahmet Murat Ozbayoglu, Erdogan Dogdu
    (Conference) Proceedings of the SouthEast Conference, 2017
    Paper Links: [ACM][ResearchGate][BibTex][Code-Github]
  • Weather data analysis and sensor fault detection using an extended IoT framework with semantics, big data, and machine learning
    Aras Onal, Omer Berat Sezer, Ahmet Murat Ozbayoglu, Erdogan Dogdu
    (Conference) IEEE Big Data, 2017
    Paper Links: [IEEE][ResearchGate][BibTex][code]
  • An extended IoT framework with semantics, big data, and analytics
    Omer Berat Sezer, Ahmet Murat Ozbayoglu, Erdogan Dogdu, Aras Onal
    (Conference) IEEE Big Data, 2016
    Paper Links: [IEEE][ResearchGate][BibTex]
  • Development of a smart home ontology and the implementation of a semantic sensor network simulator: An Internet of Things approach
    Omer Berat Sezer, Serdar Zafer Can, Erdogan Dogdu
    (Conference) IEEE International Conference on Collaboration Technologies and Systems (CTS), 2015
    Paper Links: [IEEE][ResearchGate][BibTex][Code-Github]
  • A simple self-timed implementation of a priority queue for dictionary search problems
    Ali Muhtaroglu, Omer Berat Sezer
    (Conference) Adaptive Science & Technology, 2009
    Paper Links: [IEEE][BibTex]

Thesis:

  • Implementation And Evaluation Of The Dependability Plane For The Dynamic Distributed Dependable Real Time Industrial Protocol (D3RIP)
    Omer Berat Sezer
    (M.Sc Thesis) Department of Electric and Electronics Engineering, Middle East Technical University, Ankara, Turkey, 2013
    Paper Links: [Metu-Library][BibTex]
  • Zaman Serisi Verilerinin Derin Yapay Sinir Ağları ile Analizi ve Eniyilemesi: Finansal Tahmin Algoritmaları (Analysis and Optimization of the Time Series Data with Deep Artificial Neural Networks: Financial Estimation Algorithms)
    Omer Berat Sezer
    (Ph.D Thesis) Department of Computer Engineering, TOBB University of Economics and Technology, Ankara, Turkey, 2018
    Paper Links: [ResearchGate]

 

 

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