Semi-supervised DenPeak Clustering with Pairwise Constraints.
Yazhou RenXiaohui HuKe ShiGuoxian YuDezhong YaoZenglin XuPublished in: PRICAI (1) (2018)
Keyphrases
- pairwise constraints
- semi supervised
- semi supervised clustering
- pairwise
- spectral clustering
- semi supervised clustering algorithms
- constrained clustering
- semi supervised learning
- semi supervised classification
- labeled data
- document clustering
- unlabeled data
- unsupervised clustering
- clustering approaches
- active learning
- unsupervised learning
- instance level constraints
- data representation
- metric learning
- decision boundary
- k means
- label propagation
- supervised learning
- loss function
- nonnegative matrix factorization
- hierarchical clustering
- text categorization
- clustering algorithm