Pierre Mahé

Publication Activity (10 Years)

Years Active: 2004-2020
Publications (10 Years): 4

Top Topics

Mass Spectrometry

Machine Learning

Sequence Classification

Top Venues

Publications

Pierre Mahé, Stéphane Ragot, Sylvain Marchand, Jérôme Daniel
Ambisonic Coding with Spatial Image Correction. EUSIPCO (2020)
Amna Klich, Catherine Mercier, Laurent Gerfault, Pierre Grangeat, Corinne Beaulieu, Elodie Degout-Charmette, Tanguy Fortin, Pierre Mahé, Jean-François Giovannelli, Jean-Philippe Charrier, Audrey Giremus, Delphine Maucort-Boulch, Pascal Roy
Variance component analysis to assess protein quantification in biomarker validation: application to selected reaction monitoring-mass spectrometry. BMC Bioinform. 19 (1) (2018)
Pierre Mahé, Maud Tournoud
Predicting bacterial resistance from whole-genome sequences using k-mers and stability selection. BMC Bioinform. 19 (1) (2018)
Kevin Vervier, Pierre Mahé, Maud Tournoud, Jean-Baptiste Veyrieras, Jean-Philippe Vert
Large-scale machine learning for metagenomics sequence classification. Bioinform. 32 (7) (2016)
Kevin Vervier, Pierre Mahé, Maud Tournoud, Jean-Baptiste Veyrieras, Jean-Philippe Vert
Large-scale Machine Learning for Metagenomics Sequence Classification. CoRR (2015)
Kevin Vervier, Pierre Mahé, Jean-Baptiste Veyrieras, Jean-Philippe Vert
Benchmark of structured machine learning methods for microbial identification from mass-spectrometry data. CoRR (2015)
Pascal Szacherski, Jean-François Giovannelli, Laurent Gerfault, Pierre Mahé, Jean-Philippe Charrier, Audrey Giremus, Bruno Lacroix, Pierre Grangeat
Classification of Proteomic MS Data as Bayesian Solution of an Inverse Problem. IEEE Access 2 (2014)
Kevin Vervier, Pierre Mahé, Alexandre d'Aspremont, Jean-Baptiste Veyrieras, Jean-Philippe Vert
On Learning Matrices with Orthogonal Columns or Disjoint Supports. ECML/PKDD (3) (2014)
Pierre Mahé, Maud Arsac, Sonia Chatellier, Valérie Monnin, Nadine Perrot, Sandrine Mailler, Victoria Girard, Mahendrasingh Ramjeet, Jérémy Surre, Bruno Lacroix, Alex van Belkum, Jean-Baptiste Veyrieras
Automatic identification of mixed bacterial species fingerprints in a MALDI-TOF mass-spectrum. Bioinform. 30 (9) (2014)
Nicola Cancedda, Pierre Mahé
Factored sequence kernels. Neurocomputing 72 (7-9) (2009)
Pierre Mahé, Jean-Philippe Vert
Graph kernels based on tree patterns for molecules. Mach. Learn. 75 (1) (2009)
Pierre Mahé, Nicola Cancedda
Factored sequence kernels. ESANN (2008)
Pierre Mahé, Jean-Philippe Vert
Virtual screening with support vector machines and structure kernels CoRR (2007)
Pierre Mahé, Liva Ralaivola, Véronique Stoven, Jean-Philippe Vert
The Pharmacophore Kernel for Virtual Screening with Support Vector Machines. J. Chem. Inf. Model. 46 (5) (2006)
Pierre Mahé, Nobuhisa Ueda, Tatsuya Akutsu, Jean-Luc Perret, Jean-Philippe Vert
Graph Kernels for Molecular Structure-Activity Relationship Analysis with Support Vector Machines. J. Chem. Inf. Model. 45 (4) (2005)
Pierre Mahé, Nobuhisa Ueda, Tatsuya Akutsu, Jean-Luc Perret, Jean-Philippe Vert
Extensions of marginalized graph kernels. ICML (2004)