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Dr. Gregor Cerar

Role: Research Associate
Joined: October, 2016
Affiliations: Jožef Stefan Institute

Main research interests:

Artificial Intelligence, Wireless networks, DevOps, MLOps, and IoT.

Bio:

Gregor Cerar received his Master degree in telecommunications from the Faculty of Electrical Engineering, University of Ljubljana, in 2016. He is currently pursuing the Ph.D. degree with the Jozef Stefan International Postgraduate School. He is also research assistant with the Department of Communication Systems, Jozef Stefan Institute.

Publications:

  • Learning to Automatically Identify Home Appliances
    Dan Lorbek Ivančič, Blaž Bertalanič, Gregor Cerar, and Carolina Fortuna
    Odkrivanje Znanja in Podatkovna Skladišča - SiKDD : 4. Oktober 2021, 4 October 2021, Ljubljana, Slovenia, 2021
  • A Deep Learning Model for Anomalous Wireless Link Detection
    Blaž Bertalanič, Halil Yetgin, Gregor Cerar, and Carolina Fortuna
    17th Virtual IEEE International Conference on Wireless and Mobile Computing, Neworking and Communications, (WiMob), 11-13 October, 2021, 2021
  • Machine Learning-Based Model Selection for Anomalous Wireless Link Detection
    Gregor Cerar, Halil Yetgin, and Carolina Fortuna
    SoftCOM .., 2021
  • Designing a Machine Learning Based Non-Intrusive Load Monitoring Classifier
    Leo Ogrizek, Blaž Bertalanič, Gregor Cerar, Marko Meža, and Carolina Fortuna
    Zbornik ... Mednarodne Elektroteniške in Računalniške Konference = Proceedings of the ... Electrotechnical and Computer Science Conference, 2021
  • Improving CSI-Based Massive MIMO Indoor Positioning Using Convolutional Neural Network
    Gregor Cerar, Aleš Švigelj, Mihael Mohorčič, Carolina Fortuna, and Tomaž Javornik
    European Conference on Networks and Communications, 2021
  • Learning to Fairly Classify the Quality of Wireless Links
    Gregor Cerar, Halil Yetgin, Mihael Mohorčič, and Carolina Fortuna
    WONS 2021, 16th Wireless On-Demand Network Systems and Services Conference, 9-11th March 2021 : Virtual Conference, 2021
  • Machine Learning for Wireless Link Quality Estimation : A Survey
    Gregor Cerar, Halil Yetgin, Mihael Mohorčič, and Carolina Fortuna
    IEEE Communications Surveys and Tutorials, 2021
  • Learning to Detect Anomalous Wireless Links in IoT Networks
    Gregor Cerar, Halil Yetgin, Blaž Bertalanič, and Carolina Fortuna
    IEEE Access, 2020
  • Testing the Interoperability of the Joint Scheduling and Routing Algorithm for IIoT Applications
    Andrej Hrovat, Gregor Cerar, Gordana Gardašević, Dragan Vasiljević, and Tomaž Javornik
    Zbornik ... Mednarodne Elektroteniške in Računalniške Konference = Proceedings of the ... Electrotechnical and Computer Science Conference, 2019
  • On Designing a Machine Learning Based Wireless Link Quality Classifier
    Gregor Cerar, Halil Yetgin, Mihael Mohorčič, and Carolina Fortuna
    IEEE PIMRC 2020, 31st Annual International Symposium on Personal, Indoor, and Mobile Radio Communications, 31 August - 3 September 2020, London, UK : Virtual Conference, 2020
  • Software Interfaces for Control, Optimization and Update of 5G Machine Type Communication Networks
    Carolina Fortuna, Adnan Bekan, Tomaž Javornik, Gregor Cerar, and Mihael Mohorčič
    Computer Networks : The International Journal of Computer and Telecommunications Networking, 2017