Semi-supervised Clustering with Example Clusters.
Celine VensBart VerstryngeHendrik BlockeelPublished in: KDIR/KMIS (2013)
Keyphrases
- semi supervised clustering
- unsupervised clustering
- semi supervised clustering algorithm
- clustering algorithm
- semi supervised clustering algorithms
- semi supervised
- document clustering
- k means
- metric learning
- pair wise constraints
- pairwise constraints
- supervised classification
- background knowledge
- cluster analysis
- spectral clustering
- clustering method
- semi supervised learning
- data clustering
- hierarchical clustering
- labeled data
- semi supervised classification
- image segmentation
- hidden markov random fields
- nonnegative matrix factorization
- data points
- learning algorithm
- fuzzy c means
- document collections
- pairwise
- fuzzy clustering