Active Learning of Constraints for Semi-supervised Text Clustering.
Ruizhang HuangWai LamZhigang ZhangPublished in: SDM (2007)
Keyphrases
- semi supervised
- text clustering
- active learning
- metric learning
- semi supervised learning
- unlabeled data
- pairwise constraints
- labeled data
- text categorization
- supervised learning
- text mining
- background knowledge
- clustering algorithm
- text data
- pairwise
- hierarchical clustering
- collaborative filtering
- unsupervised learning
- machine learning
- k means
- transfer learning
- text documents
- document clustering
- document representation
- learning algorithm
- text classification
- self organizing maps
- prior knowledge
- learning process