On the Reliability of Clustering Stability in the Large Sample Regime.
Ohad ShamirNaftali TishbyPublished in: NIPS (2008)
Keyphrases
- clustering algorithm
- k means
- clustering method
- hierarchical clustering
- stability analysis
- document clustering
- cluster validation
- cluster analysis
- unsupervised learning
- self organizing maps
- neural network
- data clustering
- data objects
- data points
- dissimilarity measure
- graph theoretic
- information theoretic
- expectation maximization
- similarity function
- fuzzy clustering
- categorical data
- data analysis
- highly reliable
- information systems