Nonparametric Learning Without a Teacher Based on Mode Estimation

On Estimation of a Probability Density Function and Mode

1962 • 9,957 citations

Stochastic processes

1953 • 9,312 citations

Graph-Theoretical Methods for Detecting and Describing Gestalt Clusters

1971 • 1,764 citations

Clustering Using a Similarity Measure Based on Shared Near Neighbors

1973 • 940 citations

Probability of error of some adaptive pattern-recognition machines

1965 • 525 citations

An Algorithm for Detecting Unimodal Fuzzy Sets and Its Application as a Clustering Technique

1970 • 116 citations

On Strong Consistency of Density Estimates

1969 • 109 citations

A Nonparametric Valley-Seeking Technique for Cluster Analysis

1972 • 67 citations

Adaptive communication receivers

1965 • 52 citations

A Nonlinear Feature Extraction Algorithm Using Distance Transformation

1972 • 41 citations

Analysis of a decision-directed receiver with unknown priors

1970 • 36 citations

An Algorithm for Nonsupervised Pattern Classification

1973 • 23 citations

Training a One-Dimensional Classifier to Minimize the Probability of Error

1972 • 19 citations

An Approach to Unsupervised Learning Classification

1975 • 9 citations

Nonsupervised classification using the principal component

1973 • 9 citations

Some Considerations on a Type of Pattern Recognition Using Nonsupervised Learning Procedure

1968 • 8 citations