385 citations · 811 across the 21 of their papers we have counts for
3 papers · 1 filter
The Stochastic Topic Block Model for the Clustering of Vertices in Networks with Textual Edges
Bouveyron Charles, Latouche Pierre, Zreik Rawya
Due to the significant increase of communications between individuals via social media (Facebook, Twitter, Linkedin) or electronic formats (email, web, e-publication) in the past t…
Bayesian Variable Selection for Globally Sparse Probabilistic PCA
Charles Bouveyron, Pierre Latouche, Pierre-Alexandre Mattei
Sparse versions of principal component analysis (PCA) have imposed themselves as simple, yet powerful ways of selecting relevant features of high-dimensional data in an unsupervise…
The discriminative functional mixture model for a comparative analysis of bike sharing systems
Charles Bouveyron, Etienne Côme, Julien Jacques
Bike sharing systems (BSSs) have become a means of sustainable intermodal transport and are now proposed in many cities worldwide. Most BSSs also provide open access to their data,…