Who Cited It

A random forest guided tour

2016 · Test · 4,026 citations · 1 from inside this corpus

Gérard Biau low, Erwan Scornet

No abstract in the source record.

A random forest guided tour (2016)A random forest guided tourRandom Forests (2001)Random ForestsClassification and Regression Trees. (1986)Classification and Regression…Classification and Regression by randomForest (2007)Classification and Regression…Bagging Predictors (1996)Bagging PredictorsExtremely randomized trees (2006)Extremely randomized treesEnsemble Methods in Machine Learning (2000)Ensemble Methods in Machine L…Learning Deep Architectures for AI (2009)Learning Deep Architectures f…The random subspace method for constructing decision forests (1998)The random subspace method fo…Learning Deep Architectures for AI (2009)Learning Deep Architectures f…A Probabilistic Theory of Pattern Recognition (1996)A Probabilistic Theory of Pat…Variable selection using random forests (2010)Variable selection using rand…Quantile Regression Forests (2006)Quantile Regression ForestsHyperparameters and tuning strategies for random forest (2019)Hyperparameters and tuning st…
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

PaperYearCited
Random Forests2001131,109
Classification and Regression Trees.198621,044
Classification and Regression by randomForest200718,420
Bagging Predictors199617,191
Extremely randomized trees20069,068
Ensemble Methods in Machine Learning20008,058
Learning Deep Architectures for AI20096,951
The random subspace method for constructing decision forests19986,904
Learning Deep Architectures for AI20095,077
A Probabilistic Theory of Pattern Recognition19963,327
Variable selection using random forests20102,615
Quantile Regression Forests20061,506

What cites it, inside the corpus

PaperYearCited
Hyperparameters and tuning strategies for random forest20191,580

Links

DOI · Open access copy · OpenAlex record

Topics

Neural Networks and ApplicationsComputer Science
Machine Learning and Data ClassificationComputer Science
Face and Expression RecognitionComputer Science

Is this record sound?

complete

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

  • supports2 author record(s) attached.
  • supports134 reference(s) recorded.
  • neutralThe DOI carries no year to check against.
  • supportsA title is present.

Provenance

Everything above was read from one stored OpenAlex payload, fetched 2026-09-04T03:58:46+00:00.

sha256 bba2969b3567609a…