Semi-Supervised Spectral Clustering With Structured Sparsity Regularization.
Yuheng JiaSam KwongJunhui HouPublished in: IEEE Signal Process. Lett. (2018)
Keyphrases
- spectral clustering
- semi supervised
- sparsity regularization
- pairwise constraints
- pairwise
- constrained clustering
- label propagation
- clustering method
- similarity matrix
- supervised learning
- semi supervised learning
- constrained spectral clustering
- data clustering
- unlabeled data
- k means
- nonnegative matrix factorization
- labeled data
- sparse coding
- instance level constraints
- markov random field
- unsupervised learning
- clustering algorithm
- machine learning
- subspace learning
- normalized cut
- higher order
- active learning
- unsupervised clustering
- image segmentation
- metric learning
- low rank
- manifold learning
- feature extraction
- sparse bayesian learning
- generative model