Robin Genuer
Robin Genuer
Associate professor, Bordeaux University
Verified email at - Homepage
Cited by
Cited by
Variable selection using random forests
R Genuer, JM Poggi, C Tuleau-Malot
Pattern Recognition Letters 31 (14), 2225-2236, 2010
VSURF: an R package for variable selection using random forests
R Genuer, JM Poggi, C Tuleau-Malot
The R Journal 7 (2), 19-33, 2015
Random forests for big data
R Genuer, JM Poggi, C Tuleau-Malot, N Villa-Vialaneix
Big Data Research 9, 28-46, 2017
Note de lecture:«Analyse de données avec R»(Fr. Husson, S. Lê et J. Pagès, 2009)
R Genuer
Statistique et Enseignement 2 (2), 83-84, 2011
Random Forests: some methodological insights
R Genuer, JM Poggi, C Tuleau
arXiv preprint arXiv:0811.3619, 2008
Variance reduction in purely random forests
R Genuer
Journal of Nonparametric Statistics 24 (3), 543-562, 2012
Analysis of purely random forests bias
S Arlot, R Genuer
arXiv preprint arXiv:1407.3939, 2014
Forêts aléatoires: aspects théoriques, sélection de variables et applications
R Genuer
Université Paris Sud-Paris XI, 2010
Prevalence and co-occurrence of geriatric syndromes in people aged 75 years and older in France: results from the Bordeaux Three-city Study
M Tabue-Teguo, L Grasset, JA Avila-Funes, R Genuer, C Proust-Lima, ...
The Journals of Gerontology: Series A 73 (1), 109-116, 2018
Random Forests based feature selection for decoding fMRI data
R Genuer, V Michel, E Eger, B Thirion
Proceedings Compstat 267, 1-8, 2010
Arbres CART et Forêts aléatoires, Importance et sélection de variables
R Genuer, JM Poggi
Predicting hemispheric dominance for language production in healthy individuals using support vector machine
L Zago, PY Hervé, R Genuer, A Laurent, B Mazoyer, N Tzourio‐Mazoyer, ...
Human Brain Mapping 38 (12), 5871-5889, 2017
Combining clustering of variables and feature selection using random forests
M Chavent, R Genuer, J Saracco
Communications in Statistics-Simulation and Computation 50 (2), 426-445, 2021
Random Forests
R Genuer, JM Poggi
Random Forests with R, 33-55, 2020
Random forests for high-dimensional longitudinal data
L Capitaine, R Genuer, R Thiébaut
Statistical Methods in Medical Research 30 (1), 166-184, 2021
Comments on: A random forest guided tour
S Arlot, R Genuer
Test 25 (2), 228-238, 2016
ClustOf-Var: an r package for dimension reduction via clustering of variables. application in supervised classification and variable selection in gene expressions data
M Chavent, R Genuer, V Kuentz-Simonet, B Liquet, J Saracco
Statistical Methods for (post)-Genomics Data (SMPGD 2013), 2013
Combining clustering of variables and random forests for high-dimensional supervised classification
M Chavent, R Genuer, J Saracco
20th International Conference on Computational Statistics (COMPSTAT …, 2012
Gametocytes infectiousness to mosquitoes: variable selection using random forests, and zero inflated models
R Genuer, I Morlais, W Toussile
arXiv preprint arXiv:1101.0344, 2011
Introduction to Random Forests with R
R Genuer, JM Poggi
Random Forests with R, 1-8, 2020
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