221 citations · 434 across the 31 of their papers we have counts for
3 papers · 1 filter
Hidden Markov Models with mixtures as emission distributions
Stevenn Volant, Caroline Bérard, Marie-Laure Martin-Magniette +1
In unsupervised classification, Hidden Markov Models (HMM) are used to account for a neighborhood structure between observations. The emission distributions are often supposed to b…
Segmentor3IsBack: an R package for the fast and exact segmentation of Seq-data
Alice Cleynen, Michel Koskas, Emilie Lebarbier +2
Genome annotation is an important issue in biology which has long been addressed with gene prediction methods and manual experiments requiring biological expertise. The expanding N…
Estimation of a convex discrete distribution
Cécile Durot, François Koladjo, Sylvie Huet +1
Non-parametric estimation of a convex discrete distribution may be of interest in several applications, such as the estimation of species abundance distribution in ecology. In this…