Active Semi-supervised Spectral Clustering.
Xinyue LiuLinlin ZongXianchao ZhangHongfei LinPublished in: PAAP (2011)
Keyphrases
- spectral clustering
- semi supervised
- pairwise constraints
- pairwise
- label propagation
- constrained clustering
- semi supervised classification
- clustering method
- data clustering
- constrained spectral clustering
- semi supervised learning
- graph construction
- spectral methods
- supervised learning
- evolutionary clustering
- affinity matrix
- k means
- clustering algorithm
- graph laplacian
- unlabeled data
- nonnegative matrix factorization
- image segmentation
- eigendecomposition
- graph partitioning
- unsupervised clustering
- similarity matrix
- labeled data
- normalized cut
- negative matrix factorization
- unsupervised learning
- active learning
- instance level constraints
- image processing
- kernel machines
- computer vision
- co training
- text classification