Predicting reduced visibility related crashes on freeways using real-time traffic flow data

Random Forests

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

Classification and Regression by randomForest

Andy Liaw, Matthew C. Wiener · 2007 · 18.4K citations

Artificial Intelligence, Engineering, Machine Learning +19

Categorical Data Analysis

David E. Hapeman · Technometrics · 1991 · 9.1K citations

Engineering, Categorical Data Analysis, Data Science +7

The random subspace method for constructing decision forests

Tin Kam Ho · IEEE Transactions on Pattern Analysis and Machine Intelligence · 1998 · 6.7K citations

Engineering, Machine Learning, Classification Method +17

Soil organic carbon concentrations and stocks on Barro Colorado Island — Digital soil mapping using Random Forests analysis

Rosina Grimm, Thorsten Behrens, Michael Märker et al. · Geoderma · 2008 · 696 citations

Organic Geochemistry, Carbon Sequestration, Biogeochemistry +6