Browsing by Keywords "Time series"
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Autoencoder algorithms for time series anomaly detection
(Πανεπιστήμιο Δυτικής Αττικής, 2024-09-02)Time series data capture the behavior of variables over time and as such they are of core importance in a broad variety of scientific disciplines and applications including finance, industry, healthcare and networks, among ... -
Forecasting methods in oil & gas sector. Optimised Theta model and application on annual oil and gas demand data of european countries
(Πανεπιστήμιο Δυτικής Αττικής, 2021-10-14)In this thesis, forecasting methods in Oil&Gas industry are studied, relying on historical data. Focus is given on oil and gas yearly demand of European countries and the Theta Model is used, a time series extrapolative ...