Pairwise Constraint Propagation for Graph-Based Semi-supervised Clustering.
Tetsuya YoshidaPublished in: ISMIS (2011)
Keyphrases
- constraint propagation
- semi supervised clustering
- semi supervised
- pairwise
- pairwise constraints
- metric learning
- semi supervised learning
- constraint satisfaction problems
- labeled data
- semi supervised classification
- constraint programming
- unlabeled data
- constraint satisfaction
- temporal constraints
- supervised learning
- unsupervised learning
- loss function
- multi class
- similarity measure
- spectral clustering
- pair wise constraints
- markov random field
- search algorithm
- unsupervised clustering
- search space
- visual information
- data representation
- np complete
- domain knowledge
- active learning
- training set