Robin Genuer
Robin Genuer
Associate professor, Bordeaux University
Adresă de e-mail confirmată pe u-bordeaux.fr - Pagina de pornire
Citat de
Citat de
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
Random Forests: some methodological insights
R Genuer, JM Poggi, C Tuleau
arXiv preprint arXiv:0811.3619, 2008
Random forests
R Genuer, JM Poggi, R Genuer, JM Poggi
Random forests with R, 33-55, 2020
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
Random forests for high-dimensional longitudinal data
L Capitaine, R Genuer, R Thiébaut
Statistical methods in medical research 30 (1), 166-184, 2021
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
Forêts aléatoires: aspects théoriques, sélection de variables et applications
R Genuer
Université Paris Sud-Paris XI, 2010
VSURF: Variable selection using random forests
R Genuer, JM Poggi, C Tuleau-Malot
R package version 1 (0), 2019
Arbres CART et Forêts aléatoires, Importance et sélection de variables
R Genuer, JM Poggi
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 based feature selection for decoding fMRI data
R Genuer, V Michel, E Eger, B Thirion
Proceedings Compstat 267, 1-8, 2010
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
Individual dynamic prediction of clinical endpoint from large dimensional longitudinal biomarker history: a landmark approach
A Devaux, R Genuer, K Peres, C Proust-Lima
BMC Medical Research Methodology 22 (1), 188, 2022
Co-occurrence of geriatric syndromes and diseases in the general population: assessment of the dimensions of aging
JF Dartigues, K Le Bourdonnec, M Tabue-Teguo, M Le Goff, C Helmer, ...
The Journal of nutrition, health and aging 26 (1), 37-45, 2022
Comments on: A random forest guided tour
S Arlot, R Genuer
Test 25, 228-238, 2016
Les forêts aléatoires avec R
R Genuer, JM Poggi
Presses universitaires de Rennes, 2019
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
Poster Presented at the Conference ‘Statistical Methods for (post)-Genomics …, 2013
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