Semi-supervised clustering with pairwise and size constraints.
Shaohong ZhangHau-San WongDongqing XiePublished in: IJCNN (2014)
Keyphrases
- semi supervised clustering
- pairwise constraints
- pairwise
- semi supervised
- metric learning
- semi supervised classification
- spectral clustering
- background knowledge
- constrained clustering
- labeled data
- document clustering
- pair wise constraints
- semi supervised learning
- loss function
- distance metric
- data representation
- unsupervised clustering
- unlabeled data
- similarity measure
- nonnegative matrix factorization
- multi class
- active learning
- decision boundary
- machine learning
- hidden markov random fields
- text mining
- supervised learning
- decision trees
- clustering algorithm
- information retrieval