Generate pairwise constraints from unlabeled data for semi-supervised clustering.
Md Abdul MasudJoshua Zhexue HuangMing ZhongXianghua FuPublished in: Data Knowl. Eng. (2019)
Keyphrases
- pairwise constraints
- unlabeled data
- semi supervised clustering
- semi supervised
- labeled data
- semi supervised learning
- semi supervised classification
- active learning
- co training
- supervised learning
- pairwise
- training data
- data points
- labeled and unlabeled data
- text classification
- unsupervised clustering
- training set
- constrained clustering
- text categorization
- metric learning
- class distribution
- unsupervised learning
- data representation
- decision boundary
- class labels
- learning algorithm
- document clustering
- background knowledge
- training examples
- prior knowledge
- euclidean distance
- transfer learning
- spectral clustering