Revisiting probabilistic models for clustering with pair-wise constraints.
Blaine NelsonIra CohenPublished in: ICML (2007)
Keyphrases
- probabilistic model
- pair wise constraints
- constrained clustering
- semi supervised clustering
- clustering algorithm
- semi supervised
- k means
- clustering method
- hierarchical clustering
- data clustering
- distance metric
- cluster analysis
- document clustering
- similarity function
- duplicate detection
- unsupervised learning
- constraint propagation
- data sets
- background knowledge
- expectation maximization
- decision trees
- feature selection