Semi-supervised Agglomerative Hierarchical Clustering Using Clusterwise Tolerance Based Pairwise Constraints.
Yukihiro HamasunaYasunori EndoSadaaki MiyamotoPublished in: MDAI (2010)
Keyphrases
- pairwise constraints
- semi supervised
- agglomerative hierarchical clustering
- agglomerative hierarchical
- semi supervised clustering
- semi supervised classification
- pairwise
- semi supervised learning
- unlabeled data
- labeled data
- clustering algorithm
- k means
- hierarchical clustering
- document clustering
- unsupervised learning
- vector space model
- supervised learning
- constrained clustering
- unsupervised clustering
- hierarchical clustering algorithm
- spectral clustering
- generative model
- loss function
- metric learning
- active learning
- data representation
- model based clustering
- data clustering
- training set
- cluster analysis
- clustering method
- text categorization
- feature extraction
- feature selection