The effect of finite sample size on on-line K-means.

Sergio Bermejo Joan Cabestany

Published in: Neurocomputing (2002)

Keyphrases

finite sample
k means
sample size
statistical learning theory
uniform convergence
parzen window
clustering algorithm
nearest neighbor
error bounds
generalization error
pattern classification
expectation maximization
cross validation
learning problems
density estimation