110 citations · 188 across the 4 of their papers we have counts for
4 papers
Modelling and forecasting daily electricity load curves: a hybrid approach
Haeran Cho, Yannig Goude, Xavier Brossat +1
We propose a hybrid approach for the modelling and the short-term forecasting of electricity loads. Two building blocks of our approach are (i) modelling the overall trend and seas…
A prediction interval for a function-valued forecast model
Anestis Antoniadis, Xavier Brossat, Jairo Cugliari +1
Starting from the information contained in the shape of the load curves, we have proposed a flexible nonparametric function-valued fore-cast model called KWF (Kernel+Wavelet+Functi…
Estimating and forecasting partially linear models with non stationary exogeneous variables
Xavier Brossat, Georges Oppenheim, Marie-Claude Viano
This paper presents a backfitting-type method for estimating and forecasting a periodically correlated partially linear model with exogeneous variables and heteroskedastic input no…
Clustering functional data using wavelets
Anestis Antoniadis, Xavier Brossat, Jairo Cugliari +1
We present two methods for detecting patterns and clusters in high dimensional time-dependent functional data. Our methods are based on wavelet-based similarity measures, since wav…