Performance Evaluation of Constraints in Graph-Based Semi-supervised Clustering.
Tetsuya YoshidaPublished in: AMT (2010)
Keyphrases
- semi supervised clustering
- semi supervised
- pairwise constraints
- unsupervised clustering
- metric learning
- background knowledge
- semi supervised classification
- nonnegative matrix factorization
- semi supervised learning
- clustering algorithm
- pair wise constraints
- labeled data
- k means
- pairwise
- unsupervised learning
- unlabeled data
- document clustering
- hidden markov random fields
- supervised learning
- domain knowledge
- supervised classification
- active learning
- recommender systems
- support vector
- machine learning