Standout Papers

Extremely randomized trees 2006 2026 2012 2019 4.7k
  1. Extremely randomized trees (2006)
    Pierre Geurts, Damien Ernst et al. Machine Learning
  2. SCENIC: single-cell regulatory network inference and clustering (2017)
    Sara Aibar, Carmen Bravo González‐Blas et al. Nature Methods
  3. Inferring Regulatory Networks from Expression Data Using Tree-Based Methods (2010)
    Vân Anh Huynh‐Thu, Alexandre Irrthum et al. PLoS ONE
  4. Understanding variable importances in forests of randomized trees (2013)
    Gilles Louppe, Louis Wehenkel et al. Open Repository and Bibliography (University of Liège)

Immediate Impact

5 by Nobel laureates 14 from Science/Nature 53 standout
Sub-graph 1 of 24

Citing Papers

Global soil pollution by toxic metals threatens agriculture and human health
2025 StandoutScience
Single-cell multiregion dissection of Alzheimer’s disease
2024 StandoutNature

Works of Pierre Geurts being referenced

SCENIC: single-cell regulatory network inference and clustering
2017 Standout
Extremely randomized trees
2006 Standout

Author Peers

Author Last Decade Papers Cites
Pierre Geurts 4385 1953 696 1237 100 11.9k
Lifeng Wang 4117 1151 413 1276 167 9.1k
Martin Krzywinski 7098 910 326 602 117 17.0k
Bo Wang 3186 1398 1350 864 460 10.6k
Hua Liu 3284 1312 632 681 296 9.4k
Yvan Saeys 7944 1657 826 4042 187 15.1k
Rupesh K. Srivastava 1328 1220 545 500 99 6.1k
Paul H.C. Eilers 2513 767 253 305 196 13.4k
Mike West 4671 3616 248 283 137 13.5k
Gunnar Rätsch 4728 3662 3333 384 150 13.8k
Nir Friedman 16006 5542 847 959 185 26.2k

All Works

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Rankless by CCL
2026