57 citations · 138 across the 8 of their papers we have counts for
3 papers · 1 filter
Dynamic Clustering of Histogram Data Based on Adaptive Squared Wasserstein Distances
Antonio Irpino, Rosanna Verde, Francisco de AT De Carvalho
This paper deals with clustering methods based on adaptive distances for histogram data using a dynamic clustering algorithm. Histogram data describes individuals in terms of empir…
Basic statistics for probabilistic symbolic variables: a novel metric-based approach
Antonio Irpino, Rosanna Verde
In data mining, it is usually to describe a set of individuals using some summaries (means, standard deviations, histograms, confidence intervals) that generalize individual descri…
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…