Bayesian Active Clustering with Pairwise Constraints.
Yuanli PeiLi-Ping LiuXiaoli Z. FernPublished in: ECML/PKDD (1) (2015)
Keyphrases
- pairwise constraints
- semi supervised clustering
- semi supervised
- spectral clustering
- pairwise
- document clustering
- constrained clustering
- clustering approaches
- clustering algorithm
- clustering method
- distance metric
- unsupervised clustering
- loss function
- data representation
- metric learning
- cluster analysis
- labeled data
- unsupervised learning
- hierarchical clustering
- data clustering
- decision boundary
- data points
- hidden markov random fields
- k means
- similarity measure
- data sets
- instance level constraints
- active learning
- machine learning