Sample-based classification procedures related to empiric distributions

Nearest neighbor pattern classification

1967 • 13,310 citations

Introduction to Multivariate Statistical Analysis.

1959 • 3,939 citations

On the Uniform Convergence of Relative Frequencies of Events to Their Probabilities

2015 • 3,217 citations

Pattern Classification and Scene Analysis.

1974 • 2,845 citations

On the Uniform Convergence of Relative Frequencies of Events to Their Probabilities

1971 • 2,313 citations

Contributions to Probability and Statistics: Essays in Honor of Harold Hotelling.

1961 • 1,804 citations

The condensed nearest neighbor rule (Corresp.)

1968 • 1,647 citations

Estimation of Error Rates in Discriminant Analysis

1968 • 1,443 citations

The reduced nearest neighbor rule (Corresp.)

1972 • 552 citations

Estimation of Error Rates in Discriminant Analysis

1968 • 461 citations

Relations between Weak and Uniform Convergence of Measures with Applications

1962 • 351 citations

An algorithm for a selective nearest neighbor decision rule (Corresp.)

1975 • 334 citations

Systems of Frequency Curves

1969 • 327 citations

Bibliography on estimation of misclassification

1974 • 308 citations

Patterns in pattern recognition: 1968-1974

1974 • 291 citations

On large deviations of the empiric D. F. of vector chance variables and a law of the iterated logarithm

1961 • 266 citations

Classification by multivariate analysis

1951 • 234 citations

On the Kolmogorov-Smirnov Limit Theorems for Empirical Distributions

1948 • 224 citations

Allocation Rules and Their Error Rates

1966 • 205 citations

On the deviations of the empiric distribution function of vector chance variables

1958 • 117 citations

Some Classification Problems with Multivariate Qualitative Data

1961 • 105 citations

Sample-Based Classification Procedures Derived from Density Estimators

1972 • 95 citations

Sample-Based Multinomial Classification

1973 • 85 citations

The hypersphere in pattern recognition

1962 • 81 citations

On pattern classification algorithms introduction and survey

1968 • 79 citations

Strong uniform consistency of integrals of density estimators

1973 • 76 citations

Estimation of Classification Error

1971 • 71 citations

Some Expected Values for Probabilities of Correct Classification in Discriminant Analysis

1971 • 56 citations

A Solution to the Problem of Optimum Classification

1949 • 53 citations

Probabilities of Correct Classification in Discriminant Analysis

1966 • 50 citations

Univariate Two-Population Distribution-Free Discrimination

1954 • 47 citations

Generalization of the Theorem of Glivenko-Cantelli

1954 • 45 citations

Estimating the Conditional Probability of Misclassification

1971 • 45 citations

Estimation of the Errors of Misclassification on the Criterion of Asymptotic Mean Square Error

1974 • 44 citations

Statistical classification with quadratic forms

1963 • 33 citations

Estimation of the probabilities of misclassification for a linear discriminant function in the univariate normal case

1971 • 29 citations

Separation and probability of correct classification among two or more distributions

1973 • 27 citations

Nonparametric Bayes-risk estimation

1971 • 21 citations

Estimating the Expected Probability of Misclassification for a Rule Based on the Linear Discriminant Function: Univariate Normal Case

1973 • 19 citations

Convergence of the edited nearest neighbor (Corresp.)

1973 • 19 citations

Three Probabilities of Misclassification

1972 • 18 citations

Quadratic discriminant functions in pattern recognition (Corresp.)

1965 • 17 citations

Linear and quadratic discrimination in pattern recognition (Corresp.)

1969 • 17 citations

Estimation of the Errors of Misclassification on the Criterion of Asymptotic Mean Square Error

1974 • 16 citations

On a distribution-free two-way classification

1964 • 16 citations

Measurements of separation among probability densities or random variables

1975 • 14 citations

On the Deviations of the Empiric Distribution Function of Vector Chance Variables

1958 • 13 citations

On the problem of bias in error rate estimation for discriminant analysis

1971 • 12 citations

Univariate Two-Population Distribution-free Discrimination

1954 • 10 citations

An upper bound estimate on classification error (Corresp.)

1968 • 10 citations

On Large Deviations of the Empiric D.F. of Vector Chance Variables and a Law of the Iterated Logarithm

1985 • 9 citations

A Note on the probability of the correct classification when the distributions are not specified

1957 • 9 citations

Statistical Classification with Quadratic Forms

1963 • 8 citations

On the distribution-free classification of an individual into one of two groups

1956 • 7 citations

On the guvenko-cantelli theorem

1966 • 4 citations