Constraint Selection for Semi-supervised Topological Clustering.
Kais AllabKhalid BenabdeslemPublished in: ECML/PKDD (1) (2011)
Keyphrases
- semi supervised
- pairwise constraints
- semi supervised clustering
- clustering algorithm
- clustering method
- pair wise constraints
- unsupervised learning
- k means
- constrained clustering
- spectral clustering
- semi supervised learning
- hierarchical clustering
- active learning
- unlabeled data
- instance level constraints
- supervised learning
- distance metric
- data sets
- semi supervised clustering algorithm
- graph theoretic
- data clustering
- cluster analysis
- labeled data
- subspace learning
- categorical data
- topological properties
- label propagation
- constraint propagation
- data objects