Semi-supervised Collaborative Clustering with Partial Background Knowledge.
Germain ForestierCédric WemmertPierre GançarskiPublished in: ICDM Workshops (2008)
Keyphrases
- background knowledge
- semi supervised clustering
- semi supervised
- labeled data
- domain knowledge
- text clustering
- logic programs
- semi supervised learning
- unsupervised clustering
- metric learning
- inductive logic programming
- pairwise constraints
- k means
- clustering algorithm
- knowledge base
- unsupervised learning
- representation language
- ontology learning
- unlabeled data
- clustering method
- semantic information
- nonnegative matrix factorization
- additional knowledge
- positive examples
- supervised learning
- data points
- prior knowledge
- decision trees
- domain theory
- document clustering
- knowledge discovery
- feature selection
- data sets