385 citations · 811 across the 21 of their papers we have counts for
3 papers · 2 filters
The random subgraph model for the analysis of an ecclesiastical network in Merovingian Gaul
Yacine Jernite, Pierre Latouche, Charles Bouveyron +3
In the last two decades many random graph models have been proposed to extract knowledge from networks. Most of them look for communities or, more generally, clusters of vertices w…
Discriminative variable selection for clustering with the sparse Fisher-EM algorithm
Charles Bouveyron, Camille Brunet
The interest in variable selection for clustering has increased recently due to the growing need in clustering high-dimensional data. Variable selection allows in particular to eas…
Kernel discriminant analysis and clustering with parsimonious Gaussian process models
Charles Bouveyron, Stéphane Girard, Mathieu Fauvel
This work presents a family of parsimonious Gaussian process models which allow to build, from a finite sample, a model-based classifier in an infinite dimensional space. The propo…