Semi Supervised Spectral Clustering for Regulatory Module Discovery.
Alok MishraDuncan GilliesPublished in: DILS (2008)
Keyphrases
- spectral clustering
- semi supervised
- pairwise
- pairwise constraints
- constrained clustering
- label propagation
- clustering method
- constrained spectral clustering
- semi supervised learning
- data clustering
- graph construction
- clustering algorithm
- unsupervised learning
- k means
- evolutionary clustering
- supervised learning
- active learning
- similarity matrix
- negative matrix factorization
- nonnegative matrix factorization
- graph laplacian
- affinity matrix
- unlabeled data
- labeled data
- spectral methods
- image segmentation
- instance level constraints
- eigendecomposition
- normalized cut
- knowledge discovery
- manifold learning
- cluster analysis
- alternative clusterings
- subspace learning
- probabilistic model