Research of semi-supervised spectral clustering algorithm based on pairwise constraints.
Shifei DingHongjie JiaLiwen ZhangFengxiang JinPublished in: Neural Comput. Appl. (2014)
Keyphrases
- pairwise constraints
- semi supervised
- semi supervised clustering algorithms
- semi supervised clustering
- clustering algorithm
- spectral clustering
- document clustering
- unsupervised clustering
- normalized cut
- pairwise
- semi supervised classification
- clustering approaches
- semi supervised learning
- unlabeled data
- labeled data
- constrained clustering
- label propagation
- k means
- data representation
- loss function
- metric learning
- data clustering
- decision boundary
- active learning
- clustering method
- unsupervised learning
- supervised learning
- cluster analysis
- distance metric
- decision trees
- document collections
- feature selection