2 papers
cs.MS2018
COREclust: a new package for a robust and scalable analysis of complex data
Camille Champion, Anne-Claire Brunet, Jean-Michel Loubes +1
In this paper, we present a new R package COREclust dedicated to the detection of representative variables in high dimensional spaces with a potentially limited number of observati…
math.ST2016
A new gene co-expression network analysis based on Core Structure Detection (CSD)
A-C Brunet, J-M Azais, J-M Loubes +2
We propose a novel method to cluster gene networks. Based on a dissimilarity built using correlation structures, we consider networks that connect all the genes based on the streng…