3 citations
3 papers
q-bio.QM2009★ 3 cited
Joint segmentation of many aCGH profiles using fast group LARS
Kevin Bleakley, Jean-Philippe Vert
Array-Based Comparative Genomic Hybridization (aCGH) is a method used to search for genomic regions with copy numbers variations. For a given aCGH profile, one challenge is to accu…
stat.ML2009
A new protein binding pocket similarity measure based on comparison of 3D atom clouds: application to ligand prediction
Brice Hoffmann, Mikhail Zaslavskiy, Jean-Philippe Vert +1
Motivation: Prediction of ligands for proteins of known 3D structure is important to understand structure-function relationship, predict molecular function, or design new drugs. Re…
q-bio.QM2008
Reconstruction of biological networks by supervised machine learning approaches
Jean-Philippe Vert
We review a recent trend in computational systems biology which aims at using pattern recognition algorithms to infer the structure of large-scale biological networks from heteroge…