69 citations · 152 across the 20 of their papers we have counts for
3 papers · 1 filter
On Optimal Multiple Changepoint Algorithms for Large Data
Robert Maidstone, Toby Hocking, Guillem Rigaill +1
There is an increasing need for algorithms that can accurately detect changepoints in long time-series, or equivalent, data. Many common approaches to detecting changepoints, for e…
Fast tree inference with weighted fusion penalties
Julien Chiquet, Pierre Gutierrez, Guillem Rigaill
Given a data set with many features observed in a large number of conditions, it is desirable to fuse and aggregate conditions which are similar to ease the interpretation and extr…
Performance evaluation of DNA copy number segmentation methods
Morgane Pierre-Jean, Guillem Rigaill, Pierre Neuvial
A number of bioinformatic or biostatistical methods are available for analyzing DNA copy number profiles measured from microarray or sequencing technologies. In the absence of rich…