69 citations · 152 across the 20 of their papers we have counts for
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math.ST2019★ 2 cited
Adjacency-constrained hierarchical clustering of a band similarity matrix with application to Genomics
Christophe Ambroise, Alia Dehman, Pierre Neuvial +2
Motivation: Genomic data analyses such as Genome-Wide Association Studies (GWAS) or Hi-C studies are often faced with the problem of partitioning chromosomes into successive region…
math.ST2017★ 1 cited
New efficient algorithms for multiple change-point detection with kernels
Alain Celisse, Guillemette Marot, Morgane Pierre-Jean +1
Several statistical approaches based on reproducing kernels have been proposed to detect abrupt changes arising in the full distribution of the observations and not only in the mea…