Stratified sampling for feature subspace selection in random forests for high dimensional data

Random Forests

Leo Breiman · Machine Learning · 2001 · 119.3K citations · Full text

Distinctive Image Features from Scale-Invariant Keypoints

David Lowe · International Journal of Computer Vision · 2004 · 54.6K citations

Machine Vision, Image Analysis, Feature Detection +7

Classification and Regression Trees.

John Van Ryzin, Leo Breiman, Jerome H. Friedman et al. · Journal of the American Statistical Association · 1986 · 21K citations

Data Classification, Engineering, Machine Learning +9

Bagging Predictors

Leo Breiman · Machine Learning · 1996 · 16.6K citations · Full text

Bagging predictors

Leo Breiman · Machine Learning · 1996 · 16.2K citations · Full text