A regularized formulation for spectral clustering with pairwise constraints.
Carlos AlzateJohan A. K. SuykensPublished in: IJCNN (2009)
Keyphrases
- spectral clustering
- pairwise constraints
- constrained spectral clustering
- kernel learning
- pairwise
- data clustering
- clustering method
- constrained clustering
- clustering algorithm
- semi supervised
- similarity matrix
- label propagation
- k means
- unsupervised clustering
- image segmentation
- unlabeled data
- loss function
- graph partitioning
- nonnegative matrix factorization
- semi supervised learning
- distance function
- knowledge discovery