Semi-supervised clustering with discriminative random fields.
Chin-Chun ChangHsin-Yi ChenPublished in: Pattern Recognit. (2012)
Keyphrases
- learning experience
- semi supervised clustering
- discriminative random fields
- markov random field
- semi supervised
- metric learning
- unsupervised clustering
- background knowledge
- semi supervised classification
- semi supervised learning
- pairwise constraints
- nonnegative matrix factorization
- pairwise
- k means
- clustering algorithm
- logic programs
- information retrieval
- unlabeled data
- labeled data
- supervised classification