Clustering with Soft and Group Constraints.
Martin H. C. LawAlexander P. TopchyAnil K. JainPublished in: SSPR/SPR (2004)
Keyphrases
- k means
- clustering algorithm
- clustering method
- constrained clustering
- instance level constraints
- homogeneous groups
- semi supervised clustering
- self organizing maps
- cluster analysis
- unsupervised learning
- linear constraints
- constraint satisfaction
- pair wise constraints
- hard constraints
- geometric constraints
- categorical data
- graph theoretic
- constrained optimization
- unsupervised clustering
- global constraints
- similarity function
- hierarchical clustering
- semi supervised
- objective function