Concepedia

Optimizing selection of training and auxiliary data for operational land cover classification for the LCMAP initiative

Zhe Zhu, Alisa L. Gallant, Curtis E. Woodcock, Bruce W. Pengra, Pontus Olofsson, Thomas R. Loveland, Suming Jin, Devendra Dahal, Limin Yang, Roger F. Auch

ISPRS Journal of Photogrammetry and Remote Sensing · 2016 · 214 citations · 82 references

DOI

Concepts

References

82

Random Forests

Leo Breiman · Machine Learning · 2001 · 126.2K citations · Full text

SMOTE: Synthetic Minority Over-sampling Technique

Nitesh V. Chawla, Kevin W. Bowyer, Lawrence Hall et al. · Journal of Artificial Intelligence Research · 2002 · 31.2K citations · Full text

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A land use and land cover classification system for use with remote sensor data

James R. Anderson, E. E. Hardy, John T. Roach et al. · USGS professional paper · 1976 · 4.8K citations

, , +15

RANDOM FORESTS FOR CLASSIFICATION IN ECOLOGY

D. Richard Cutler, Thomas C. Edwards, Karen H. Beard et al. · Ecology · 2007 · 4.8K citations

, , +13

Statistics and Data Analysis in Geology

Robert H. Shumway, John C. Davis · Technometrics · 1987 · 4.8K citations

, , +12