| Variable selection using random forests R Genuer, JM Poggi, C Tuleau-Malot Pattern Recognition Letters 31 (14), 2225-2236, 2010 | 2860 | 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 | 619 | 2015 |
| Random forests for big data R Genuer, JM Poggi, C Tuleau-Malot, N Villa-Vialaneix Big Data Research 9, 28-46, 2017 | 383 | 2017 |
| Random Forests: some methodological insights R Genuer, JM Poggi, C Tuleau arXiv preprint arXiv:0811.3619, 2008 | 246 | 2008 |
| Random forests R Genuer, JM Poggi, R Genuer, JM Poggi Random forests with R, 33-55, 2020 | 234 | 2020 |
| Variance reduction in purely random forests R Genuer Journal of Nonparametric Statistics 24 (3), 543-562, 2012 | 134* | 2012 |
| Analysis of purely random forests bias S Arlot, R Genuer arXiv preprint arXiv:1407.3939, 2014 | 113 | 2014 |
| Random forests for high-dimensional longitudinal data L Capitaine, R Genuer, R Thiébaut Statistical methods in medical research 30 (1), 166-184, 2021 | 107 | 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 | 67 | 2018 |
| Forêts aléatoires: aspects théoriques, sélection de variables et applications R Genuer Université Paris Sud-Paris XI, 2010 | 58* | 2010 |
| 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 | 54 | 2021 |
| VSURF: Variable selection using random forests R Genuer, JM Poggi, C Tuleau-Malot R package version 1 (0), 2019 | 49 | 2019 |
| Arbres CART et Forêts aléatoires, Importance et sélection de variables R Genuer, JM Poggi | 48 | 2017 |
| Random Forests based feature selection for decoding fMRI data R Genuer, V Michel, E Eger, B Thirion Proceedings Compstat 267, 1-8, 2010 | 38 | 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 | 30 | 2017 |
| 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 | 18 | 2022 |
| 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 | 17 | 2022 |
| Comments on: A random forest guided tour S Arlot, R Genuer Test 25, 228-238, 2016 | 11 | 2016 |
| Random survival forests with multivariate longitudinal endogenous covariates A Devaux, C Helmer, R Genuer, C Proust-Lima Statistical Methods in Medical Research 32 (12), 2331-2346, 2023 | 7 | 2023 |
| Random Forests for time-fixed and time-dependent predictors: The DynForest R package A Devaux, C Proust-Lima, R Genuer arXiv preprint arXiv:2302.02670, 2023 | 6 | 2023 |
Jean-Michel PoggiProfessor, Lab. Maths Orsay (LMO), Univ. Paris-Saclay & Université Paris, FranceVerified email at universite-paris-saclay.fr
