443 citations
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stat.ME2016★ 7 cited
Arbres CART et Forêts aléatoires, Importance et sélection de variables
Robin Genuer, Jean-Michel Poggi
Two algorithms proposed by Leo Breiman : CART trees (Classification And Regression Trees for) introduced in the first half of the 80s and random forests emerged, meanwhile, in the…
stat.ME2016★ 48 cited
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…
stat.ME2014
Laplace deconvolution on the basis of time domain data and its application to Dynamic Contrast Enhanced imaging
Fabienne Comte, Charles-A. Cuenod, Marianna Pensky +1
In the present paper we consider the problem of Laplace deconvolution with noisy discrete non-equally spaced observations on a finite time interval. We propose a new method for Lap…