Search Results for author: Pierre Mahé

Found 2 papers, 0 papers with code

Benchmark of structured machine learning methods for microbial identification from mass-spectrometry data

no code implementations24 Jun 2015 Kévin Vervier, Pierre Mahé, Jean-Baptiste Veyrieras, Jean-Philippe Vert

Structured machine learning methods were recently proposed for taking into account the structure embedded in a hierarchy and using it as additional a priori information, and could therefore allow to improve microbial identification systems.

Large-scale Machine Learning for Metagenomics Sequence Classification

no code implementations26 May 2015 Kévin Vervier, Pierre Mahé, Maud Tournoud, Jean-Baptiste Veyrieras, Jean-Philippe Vert

In this work, we investigate the potential of modern, large-scale machine learning implementations for taxonomic affectation of next-generation sequencing reads based on their k-mers profile.

Classification General Classification

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