Transfer clustering via constraints generated from topics.
Litao YuYanzhong DangGuangfei YangPublished in: SMC (2012)
Keyphrases
- clustering method
- instance level constraints
- constrained clustering
- clustering algorithm
- information retrieval
- k means
- topic discovery
- topic detection
- semi supervised clustering
- constraint satisfaction
- document clustering
- hierarchical clustering
- manually generated
- pairwise constraints
- linear constraints
- constrained optimization
- similarity function
- data sets
- spectral clustering
- high dimensional data
- feature selection
- neural network
- fuzzy clustering
- geometric constraints
- graph theoretic
- randomly selected
- text documents
- self organizing maps
- anomaly detection
- unsupervised learning
- related topics
- machine learning