13 citations · 15 across the 3 of their papers we have counts for
3 papers
stat.ML2015★ 13 cited
Benchmark of structured machine learning methods for microbial identification from mass-spectrometry data
Kévin Vervier, Pierre Mahé, Jean-Baptiste Veyrieras +1
Microbial identification is a central issue in microbiology, in particular in the fields of infectious diseases diagnosis and industrial quality control. The concept of species is…
q-bio.QM2015★ 2 cited
Large-scale Machine Learning for Metagenomics Sequence Classification
Kévin Vervier, Pierre Mahé, Maud Tournoud +2
Metagenomics characterizes the taxonomic diversity of microbial communities by sequencing DNA directly from an environmental sample. One of the main challenges in metagenomics data…
q-bio.QM2007
Virtual screening with support vector machines and structure kernels
Pierre Mahé, Jean-Philippe Vert
Support vector machines and kernel methods have recently gained considerable attention in chemoinformatics. They offer generally good performance for problems of supervised classif…