Labels vs. Pairwise Constraints: A Unified View of Label Propagation and Constrained Spectral Clustering.
Xiang WangBuyue QianIan DavidsonPublished in: ICDM (2012)
Keyphrases
- constrained spectral clustering
- label propagation
- pairwise constraints
- semi supervised
- semi supervised learning
- pairwise
- spectral clustering
- labeled data
- unlabeled data
- class labels
- document clustering
- loss function
- constrained clustering
- community detection
- data representation
- distance metric
- text classification
- decision boundary
- machine learning
- multi class
- label information
- similarity measure
- feature selection