HCAC: Semi-supervised Hierarchical Clustering Using Confidence-Based Active Learning.
Bruno M. NogueiraAlípio Mário JorgeSolange Oliveira RezendePublished in: Discovery Science (2012)
Keyphrases
- hierarchical clustering
- semi supervised
- active learning
- unlabeled data
- semi supervised learning
- supervised learning
- labeled data
- clustering method
- constrained clustering
- clustering algorithm
- incremental clustering
- unsupervised learning
- labeled examples
- batch mode
- text clustering
- selective sampling
- single link
- correlation clustering
- partitional clustering
- pool based active learning
- hierarchical clustering algorithm
- model based clustering
- pairwise
- learning algorithm
- machine learning
- pairwise constraints
- k means
- metric learning
- learning process
- training set
- single linkage
- clustering approaches
- data analysis
- data sets