Influence of Erroneous Pairwise Constraints in Semi-supervised Clustering.
Tetsuya YoshidaPublished in: AMT (2012)
Keyphrases
- semi supervised clustering
- pairwise constraints
- semi supervised
- pairwise
- spectral clustering
- unsupervised clustering
- document clustering
- loss function
- semi supervised classification
- unlabeled data
- labeled data
- data representation
- semi supervised learning
- metric learning
- background knowledge
- decision boundary
- information retrieval
- active learning
- constrained clustering
- hidden markov random fields
- distance metric
- supervised learning
- training data
- decision trees