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Mining data with random forests: A survey and results of new tests

Pattern Recognition · 2010 · Vol. 44(2) · pp. 330–349
Antanas VerikasAdas GelžinisMarija Bačauskienė
Data Mining Algorithms and ApplicationsRough Sets and Fuzzy LogicFace and Expression RecognitionGeneralityVariable (mathematics)Random forestConsistency (knowledge bases)OutlierVariance (accounting)Feature selectionComputer scienceStatisticsScale (ratio)
Citations
716
FWCI
38.87
field-weighted impact
References
173
Percentile
100%
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Citations per year
References
Classification and Regression Trees.
Biometrics · 1984 · 23,850 citations
The support vector machine under test
Neurocomputing · 2003 · 777 citations
The Evidence Framework Applied to Classification Networks
Neural Computation · 1992 · 719 citations
Investigation of the random forest framework for classification of hyperspectral data
IEEE Transactions on Geoscience and Remote Sensing · 2005 · 1,219 citations
The random subspace method for constructing decision forests
IEEE Transactions on Pattern Analysis and Machine Intelligence · 1998 · 6,773 citations
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