Composite kernels for semi-supervised clustering.
Carlotta DomeniconiJing PengBojun YanPublished in: Knowl. Inf. Syst. (2011)
Keyphrases
- semi supervised clustering
- semi supervised
- background knowledge
- pairwise constraints
- metric learning
- unsupervised clustering
- semi supervised learning
- kernel function
- nonnegative matrix factorization
- clustering algorithm
- semi supervised classification
- k means
- feature space
- support vector
- kernel methods
- document clustering
- hidden markov random fields
- distance metric
- labeled data
- support vector machine
- learning tasks