Efficient Semi-supervised Spectral Co-clustering with Constraints.
Xiaoxiao ShiWei FanPhilip S. YuPublished in: ICDM (2010)
Keyphrases
- semi supervised
- semi supervised clustering
- semi supervised learning
- unsupervised learning
- labeled data
- pairwise
- active learning
- pairwise constraints
- distance metric
- instance level constraints
- semi supervised classification
- subspace learning
- constraint satisfaction
- relational data
- constrained optimization
- categorical data
- data sets
- constraint satisfaction problems
- unlabeled data
- supervised learning
- nonnegative matrix tri factorization
- learning algorithm