A new semi-supervised clustering algorithm with pairwise constraints by competitive agglomeration.
Cui-Fang GaoXiao-Jun WuPublished in: Appl. Soft Comput. (2011)
Keyphrases
- pairwise constraints
- clustering algorithm
- spectral clustering
- semi supervised clustering
- document clustering
- semi supervised
- pairwise
- fuzzy c means
- unsupervised clustering
- clustering approaches
- constrained clustering
- labeled data
- unlabeled data
- clustering method
- k means
- cluster analysis
- fuzzy clustering
- data clustering
- loss function
- similarity matrix
- semi supervised learning
- data representation
- decision boundary
- text mining
- metric learning
- learning algorithm
- decision trees
- distance metric
- boosting algorithms
- unsupervised learning