Variable selection using random forests

2010 · Pattern Recognition Letters · 2,615 citations · 2 from inside this corpus

Robin Genuer, Jean‐Michel Poggi, Christine Tuleau-Malot low

No abstract in the source record.

13 of 13 neighbouring works in this corpus. Blue is what this paper cites; orange is what cites it, and a dashed line is one neighbour citing another. Only the largest labels are drawn — every node carries its full title on hover.

this paper works it cites works citing it node size = global citations · hover for the full title

What this paper cites, inside the corpus

Paper	Year	Cited
Random Forests	2001	131,109
Classification and Regression Trees.	1986	21,044
Classification and Regression by randomForest	2007	18,420
Bagging Predictors	1996	17,191
Bagging predictors	1996	16,468
Wrappers for feature subset selection	1997	8,991
Ensemble Methods in Machine Learning	2000	8,058
An introduction to variable and feature selection	2003	7,858
The random subspace method for constructing decision forests	1998	6,904
An Experimental Comparison of Three Methods for Constructing Ensembles of Decision Trees:…	2000	2,962
Sensitivity Estimates for Nonlinear Mathematical Models	1990	2,844

What cites it, inside the corpus

Paper	Year	Cited
A random forest guided tour	2016	4,026
Hyperparameters and tuning strategies for random forest	2019	1,580

Links

DOI · OpenAlex record

Topics

Neural Networks and Applications	Computer Science
Face and Expression Recognition	Computer Science
Evolutionary Algorithms and Applications	Computer Science

Is this record sound?

complete

Nothing in this record contradicts itself and no field we check is missing.

supports3 author record(s) attached.
supports53 reference(s) recorded.
supportsThe DOI's year agrees with the publication year.
supportsA title is present.

Provenance

Everything above was read from one stored OpenAlex payload, fetched 2026-09-04T03:58:49+00:00.

sha256 a2172c1bbe00c44b…