Robin Genuer
Robin Genuer
Associate professor, Bordeaux University
Verified email at u-bordeaux.fr - Homepage
Title
Cited by
Cited by
Year
Variable selection using random forests
R Genuer, JM Poggi, C Tuleau-Malot
Pattern Recognition Letters 31 (14), 2225-2236, 2010
15022010
VSURF: an R package for variable selection using random forests
R Genuer, JM Poggi, C Tuleau-Malot
2432015
Random forests for big data
R Genuer, JM Poggi, C Tuleau-Malot, N Villa-Vialaneix
Big Data Research 9, 28-46, 2017
1602017
Random Forests: some methodological insights
R Genuer, JM Poggi, C Tuleau
arXiv preprint arXiv:0811.3619, 2008
1522008
Variance reduction in purely random forests
R Genuer
Journal of Nonparametric Statistics 24 (3), 543-562, 2012
87*2012
Analysis of purely random forests bias
S Arlot, R Genuer
arXiv preprint arXiv:1407.3939, 2014
582014
Forêts aléatoires: aspects théoriques, sélection de variables et applications
R Genuer
42*2010
Random Forests based feature selection for decoding fMRI data
R Genuer, V Michel, E Eger, B Thirion
Proceedings Compstat 267, 1-8, 2010
302010
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
272018
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
182017
Arbres CART et Forêts aléatoires, Importance et sélection de variables
R Genuer, JM Poggi
172017
Combining clustering of variables and feature selection using random forests
M Chavent, R Genuer, J Saracco
Communications in Statistics-Simulation and Computation, 1-20, 2019
72019
Comments on: A random forest guided tour
S Arlot, R Genuer
Test 25 (2), 228-238, 2016
32016
ClustOfVar: 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
32013
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
32012
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
32011
Random forests for high-dimensional longitudinal data
L Capitaine, R Genuer, R Thiébaut
arXiv preprint arXiv:1901.11279, 2019
12019
Forêts aléatoires pour données longitudinales de grande dimension, application a l’analyse de données omiques répétées
R Genuer, L Capitaine, R Thiébaut
50èmes Journées de Statistique, Paris, France 111, 2018
12018
Compétitions d'apprentissage automatique avec le package R rchallenge
A Todeschini, R Genuer
12015
Fréchet random forests for metric space valued regression with non euclidean predictors
L Capitaine, J Bigot, R Thiébaut, R Genuer
2020
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