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stat.ME2012
Clustering of functional boxplots for multiple streaming time series
Elvira Romano, Antonio Balzanella
In this paper we introduce a micro-clustering strategy for Functional Boxplots. The aim is to summarize a set of streaming time series splitted in non overlapping windows. It is a…
stat.ME2011
Revealing spatial variability structures of geostatistical functional data via Dynamic Clustering
Elvira Romano, Antonio Balzanella, Rosanna Verde
In several environmental applications data are functions of time, essentially con- tinuous, observed and recorded discretely, and spatially correlated. Most of the methods for anal…