Delineation of forest/nonforest land use classes using nearest neighbor methods

A Simplex Method for Function Minimization

J. A. Nelder, R. Mead · The Computer Journal · 1965 · 28.9K citations

Natural Sciences, Computer Science, Mathematics +8

Selecting and interpreting measures of thematic classification accuracy

Stephen V. Stehman · Remote Sensing of Environment · 1997 · 1.7K citations

Life Sciences, Geoinformatics, Psychometrics +9

Estimation and mapping of forest stand density, volume, and cover type using the k-nearest neighbors method

Hector Franco-Lopez, Alan R. Ek, Marvin E. Bauer · Remote Sensing of Environment · 2001 · 466 citations

Natural Resources, Forestry, Geoinformatics +14

Cross-Validation, the Jackknife, and the Bootstrap: Excess Error Estimation in Forward Logistic Regression

Gail Gong · Journal of the American Statistical Association · 1986 · 238 citations

Computing, Biostatistics, Clinical Decision Support +16

Stratified estimation of forest area using satellite imagery, inventory data, and the k-Nearest Neighbors technique

Ronald E. McRoberts, Mark D. Nelson, Daniel G. Wendt · Remote Sensing of Environment · 2002 · 219 citations

Natural Resources, Forestry, Geoinformatics +17