An experimental study of constrained clustering effectiveness in presence of erroneous constraints.
M. Eduardo AresJavier ParaparAlvaro BarreiroPublished in: Inf. Process. Manag. (2012)
Keyphrases
- constrained clustering
- duplicate detection
- constrained spectral clustering
- clustering method
- clustering algorithm
- k means
- semi supervised
- instance level constraints
- hierarchical clustering
- pairwise constraints
- constraint satisfaction
- cluster ensemble
- spectral clustering
- semi supervised clustering
- pair wise constraints
- record linkage
- clustering quality
- dimensionality reduction
- supervised learning