Considering the context of functional data analysis, we developed and applied a new
Bayesian approach via the Gibbs sampler to select basis functions for a finite representation …

Among different functional data analyses, clustering analysis aims to determine underlying
groups of curves in the dataset when there is no information on the group membership of …

The Internet, much like our universe, is ever-expanding. Information, in the most varied
formats, is continuously added to the point of information overload. Consequently, the ability …

Understanding electrical energy demand at the consumer level plays an important role in
planning the distribution of electrical networks and offering of off-peak tariffs, but observing …

Smart energy meters generate real time, high frequency data which can foster demand
management and response of consumers and firms, with potential private and social …