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    • Kalman Filters and their application in motion detection and tracking 

      Χαρκοφτάκης, Γεώργιος (Πανεπιστήμιο Δυτικής Αττικής, 2020-02)
      During the last decade, breakthroughs in the fields of machine vision and reinforce-ment learning have been made possible thanks to the advancements in machine learning algorithms. ‘Machines’ now can recognize an object ...
    • Machine learning methods for predictive maintenance using real-time data and time-frequency analysis 

      Παπαδόπουλος, Δημήτριος Ιάσων (Πανεπιστήμιο Δυτικής Αττικής, 2023-07-18)
      In this diploma thesis, different techniques of Predictive Maintenance based on Machine Learning are compared. In particular, the Remaining Useful Life of a ball bearing of the shaft of a Wind Turbine was predicted with ...