• Locomotive fault prognosis via machine learning 

      Γεωργαλής, Χαράλαμπος (Πανεπιστήμιο Δυτικής ΑττικήςΠανεπιστήμιο Αιγαίου, 2021-02-19)
      Railway has played a vital role in transportation of both goods and people historically, continuing to hold an important share of the market with great potentials. Locomotives are the main part of a train and as with any ...
    • Wildfire prediction using machine learning 

      Σταφυλάς, Δημήτριος (Πανεπιστήμιο Δυτικής Αττικής, 2022-07-18)
      The use of supervised Machine Learning algorithms is widespread in the science of fires. The objective of this postgraduate thesis was to conduct three experiments utilizing only weather variables for the region of the ...