Publications

  • L. Zago, P.-Y. Hervé, R. Genuer, A. Laurent, B. Mazoyer, N. Tzourio-Mazoyer, M. Joliot Predicting hemispheric dominance for language production in healthy individuals using support vector machine. Human Brain Mapping 38:5871–5889 (2017) [doi]
  • R. Genuer, J.-M. PoggiC. Tuleau-Malot, N. Villa-Vialaneix Random Forests for Big Data. Big Data Research,  9:28-46 (2017)  [doi]  [pdf on HAL]
  • M. Tabue-Teguo, L. Grasset, J.A. Avila-Funes, R. Genuer, C. Proust-Lima, K. Péres, C. Féart, H. Amieva, M. González-Colaço Harmand, C. Helmer, N. Salles, M. Rainfray, J.-F. Dartigues. Prevalence and Co-Occurrence of Geriatric Syndromes in People Aged 75 Years and Older in France: Results From the Bordeaux Three-city Study. The journals of gerontology. Series A 73(1):109-116 (2017) [doi]
  • S. Arlot, R. Genuer. Comments on: « A Random Forest Guided Tour » by G. Biau and E. Scornet. TEST 25(2):228-238 (2016) [doi]  [pdf on HAL]  [article by Biau and Scornet]
  • R. Genuer, J.-M. PoggiC. Tuleau-Malot VSURF: An R Package for Variable Selection Using Random Forests. The R Journal 7(2):19-33 (2015) [pdf on journal’s website]
  • R. Genuer Variance reduction in purely random forests. Journal of Nonparametric Statistics 24(3):543-562 (2012)  [doi]  [pdf on HAL]
  • R. Genuer, J.-M. Poggi, C. Tuleau-Malot Variable selection using Random Forests. Pattern Recognition Letters 31:2225-2236 (2010)  [doi]  [pdf on HAL]
  • R. Genuer, V. Michel, E. Eger, B. Thirion Random Forests based feature selection for decoding fMRI data. Proceedings of the 19th COMPSTAT pp.1071-1078 (2010)  [preprint pdf]

Preprints

PhD Thesis