Pierre Geurts

Extremely randomized trees

Pierre Geurts, Damien Ernst, Louis Wehenkel · Machine Learning · 2006 · 8.7K citations · Full text

SCENIC: single-cell regulatory network inference and clustering

Sara Aibar, Carmen Bravo González‐Blas, Thomas Moerman et al. · Nature Methods · 2017 · 6.9K citations · Full text

Life Sciences, Bioinformatics, Biology +17

Inferring Regulatory Networks from Expression Data Using Tree-Based Methods

Vân Anh Huynh‐Thu, Alexandre Irrthum, Louis Wehenkel et al. · PLoS ONE · 2010 · 2.3K citations · Full text

Life Sciences, Bioinformatics, Systems Biology +13

Tree-Based Batch Mode Reinforcement Learning

Damien Ernst, Pierre Geurts, Louis Wehenkel · 2005 · 866 citations · Full text

Computing, Computer Science, Machine Learning +10

Understanding variable importances in forests of randomized trees

Gilles Louppe, Louis Wehenkel, Antonio Sutera et al. · Open Repository and Bibliography (University of Liège) · 2013 · 806 citations · Full text

Computing, Data Science, Decision Theory +13