Mélanie Hilario - Publications, H-index & Citations

Mélanie Hilario

university of geneva

21H指数

71论文数

2.4K被引数

收录论文 7

发表时间

Standard machine learning algorithms applied to UPLC-TOF/MS metabolic fingerprinting for the discovery of wound biomarkers in Arabidopsis thaliana

CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

IF3.8

2010-11-01

PREAI

Boccard, Julien; Kalousis, Alexandros; Hilario, Melanie; Lanteri, Pierre; Hanafi, Mohamed; Mazerolles, Gerard; Wolfender, Jean-Luc; Carrupt, Pierre-Alain; Rudaz, Serge

Approaches to dimensionality reduction in proteomic biomarker studies

BRIEFINGS IN BIOINFORMATICS

IF7.7

2007-09-28

117

PREAI

Hilario, Melanie; Kalousis, Alexandros

Learning from imbalanced data in surveillance of nosocomial infection

ARTIFICIAL INTELLIGENCE IN MEDICINE

IF6.2

2006-05-01

172

PREAI

Cohen, Gilles; Hilario, Melanie; Sax, Hugo; Hugonnet, Stephane; Geissbuhler, Antoine

Processing and classification of protein mass spectra

MASS SPECTROMETRY REVIEWS

IF6.6

2006-02-03

145

PREAI

Hilario, M; Kalousis, A; Pellegrini, C; Müller, M

Mining mass spectra for diagnosis and biomarker discovery of cerebral accidents

PROTEOMICS

IF3.9

2004-07-20

OAAI

Prados, J; Kalousis, A; Sanchez, JC; Allard, L; Carrette, O; Hilario, M

On data and algorithms: Understanding inductive performance 关于数据和算法: 理解归纳性能

MACHINE LEARNING

IF2.9

2004-03-01

OAAI

Kalousis, A; Gama, J; Hilario, M

Machine learning approaches to lung cancer prediction from mass spectra

PROTEOMICS

IF3.9

2003-09-09

PREAI

Hilario, M; Kalousis, A; Müller, M; Pellegrini, C

研究方向