Browsing by Subject "Functional kernel regression"

Now showing items 1-2 of 2

    • Article  

      A functional wavelet-kernel approach for time series prediction 

      Antoniadis, Anestis; Paparoditis Efstathios, E.; Sapatinas, Theofanis (2006)
      We consider the prediction problem of a time series on a whole time interval in terms of its past. The approach that we adopt is based on functional kernel nonparametric regression estimation techniques where observations ...
    • Article  

      Short-term load forecasting: The similar shape functional time-series predictor 

      Paparoditis Efstathios, E.; Sapatinas, Theofanis (2013)
      A novel functional time-series methodology for shortterm load forecasting is introduced. The prediction is performed by means of a weighted average of past daily load segments, the shape of which is similar to the expected ...