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Individual dynamic prediction of clinical endpoint from large dimensional longitudinal biomarker history: a landmark approach
Anthony Devaux
,
Robin Genuer
,
Karine Pérès
,
Cécile Proust-Lima
2022
Pré-publication, Document de travail
hal-03128543v2
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Random Forests: some methodological insights
Robin Genuer
,
Jean-Michel Poggi
,
Christine Tuleau
[Research Report] RR-6729, INRIA. 2008
Rapport
inria-00340725v1
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ClustOfVar : an R package for dimension reduction via clustering of variables. Application in supervised classification and variable selection in gene expressions data
Marie Chavent
,
Robin Genuer
,
Vanessa Kuentz-Simonet
,
Benoit Liquet
,
Jerôme Saracco
Statistical Methods for (post)-Genomics Data (SMPGD 2013), Jan 2013, Netherlands
Communication dans un congrès
hal-00926216v1
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Combining clustering of variables and feature selection using random forests
Marie Chavent
,
Robin Genuer
,
Jerome Saracco
2016
Pré-publication, Document de travail
hal-01345840v3
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VSURF: An R Package for Variable Selection Using Random Forests
Robin Genuer
,
Jean-Michel Poggi
,
Christine Tuleau-Malot
The R Journal, 2015, 7 (2), pp.19-33
Article dans une revue
hal-01251924v1
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Forêts aléatoires : aspects théoriques, sélection de variables et applications
Robin Genuer
Mathématiques [math]. Université Paris Sud - Paris XI, 2010. Français. ⟨NNT : ⟩
Thèse
tel-00550989v1
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VSURF : un package R pour la sélection de variables à l'aide de forêts aléatoires
Robin Genuer
,
Jean-Michel Poggi
,
Christine Tuleau-Malot
46èmes Journées de Statistique, 2014, Rennes, France
Communication dans un congrès
hal-01096233v1
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Random Forests for time-fixed and time-dependent predictors: The DynForest R package
Anthony Devaux
,
Cécile Proust-Lima
,
Robin Genuer
2023
Pré-publication, Document de travail
hal-03970683v1
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Random forests for big data
Nathalie N. Villa-Vialaneix
,
Robin Genuer
,
Jean-Michel Poggi
,
Christine Tuleau-Malot
Journées de Statistique de Rennes (JSTAR), Oct 2016, Rennes, France
Communication dans un congrès
hal-02796431v1
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VSURF : un package R pour la sélection de variables à l'aide de forêts aléatoires
R Genuer
,
J.-M Poggi
,
C Tuleau-Malot
3èmes Rencontres R, 2014, Montpellier, France
Communication dans un congrès
hal-01096237v1
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Comments on: "A Random Forest Guided Tour" by G. Biau and E. Scornet
Sylvain Arlot
,
Robin Genuer
Article dans une revue
hal-01297557v1
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Random Forests for Big Data
Robin Genuer
,
Jean-Michel Poggi
,
Christine Tuleau-Malot
,
Nathalie Vialaneix
Article dans une revue
hal-01233923v2
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Fréchet random forests for metric space valued regression with non Euclidean predictors
Louis Capitaine
,
Jérémie Bigot
,
Rodolphe Thiébaut
,
Robin Genuer
2024
Pré-publication, Document de travail
hal-03066146v1
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Random forests for big data
Robin Genuer
,
Jean-Michel Poggi
,
Christine Tuleau-Malot
,
Nathalie Villa-Vialaneix
Data Science, Statistics & Visualization (DSSV) 2018, Jul 2018, Vienne, Austria
Communication dans un congrès
hal-02787208v1
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Random forests for big data
Robin Genuer
,
Jean-Michel Poggi
,
Christine Tuleau-Malot
,
Nathalie Villa-Vialaneix
10th International Conference of the ERCIM WG on Computational and Methodological Statistics, Dec 2017, Londres, United Kingdom
Communication dans un congrès
hal-02785199v1
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Variable selection using Random Forests
Robin Genuer
,
Jean-Michel Poggi
,
Christine Tuleau-Malot
Pattern Recognition Letters, 2010, 31 (14), pp.2225-2236
Article dans une revue
hal-00755489v1
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Functional principal component analysis as an alternative to mixed-effect models for describing sparse repeated measures in presence of missing data
Corentin Segalas
,
Catherine Helmer
,
Robin Genuer
,
Cécile Proust-Lima
2024
Pré-publication, Document de travail
hal-04464830v1
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Risk bounds for purely uniformly random forests
Robin Genuer
[Research Report] RR-7318, INRIA. 2010, pp.19
Rapport
inria-00492231v1
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Gametocytes infectiousness to mosquitoes: variable selection using random forests, and zero inflated models
Robin Genuer
,
Isabelle Morlais
,
Wilson Toussile
[Research Report] RR-7497, INRIA. 2011
Rapport
inria-00550980v3
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Bornes de risque pour les forêts purement uniformément aléatoires
Robin Genuer
42èmes Journées de Statistique, 2010, Marseille, France, France
Communication dans un congrès
inria-00494837v1
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Random forests for high-dimensional longitudinal data
Louis Capitaine
,
Robin Genuer
,
Rodolphe Thiébaut
2019
Pré-publication, Document de travail
hal-02002979v1
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Combinaison de la classification de variables et de la sélection de variables par forêts aléatoires
Jérôme Saracco
,
Marie Chavent
,
Robin Genuer
Journées de Statistique 2019 – Société Française de Statistique, Jun 2019, Nancy, France
Communication dans un congrès
hal-03842571v1
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Random Forests based feature selection for decoding fMRI data
Robin Genuer
,
Vincent Michel
,
Evelyn Eger
,
Bertrand Thirion
COMPSTAT 2010 - 19th International Conference on Computational Statistics, Aug 2010, Paris, France. pp.1071-1078
Communication dans un congrès
hal-00944114v1
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Compétitions d'apprentissage automatique avec le package R rchallenge
Adrien Todeschini
,
Robin Genuer
47èmes Journées de Statistique de la SFdS, Société Française de Statistique, Jun 2015, Lille, France
Communication dans un congrès
hal-01157147v1
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Prevalence and Co-Occurrence of Geriatric Syndromes in People Aged 75 Years and Older in France: Results From the Bordeaux Three-city Study
Maturin Tabue-Teguo
,
Leslie Grasset
,
José Alberto Avila-Funes
,
Robin Genuer
,
Cécile Proust-Lima
,
et al.
Article dans une revue
hal-01652204v1
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Contributions to Random Forests Methods for several Data Analysis Problems
Robin Genuer
Statistics [math.ST]. Université de Bordeaux, 2021
HDR
tel-03111020v2
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Predicting hemispheric dominance for language production in healthy individuals using support vector machine
Laure Zago
,
Pierre-Yves Hervé
,
Robin Genuer
,
Alexandre Laurent
,
Bernard Mazoyer
,
et al.
Article dans une revue
hal-01590497v1
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Variance reduction in purely random forests
Robin Genuer
Article dans une revue
hal-01590513v1
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Analysis of purely random forests bias
Sylvain Arlot
,
Robin Genuer
[Research Report] -. 2014
Rapport
hal-01023596v1
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Random survival forests with multivariate longitudinal endogenous covariates
Anthony Devaux
,
Catherine Helmer
,
Robin Genuer
,
Cécile Proust-Lima
2023
Pré-publication, Document de travail
hal-03747106v3
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