Eigenvector Sensitive Feature Selection for Spectral Clustering.
Yi JiangJiangtao RenPublished in: ECML/PKDD (2) (2011)
Keyphrases
- spectral clustering
- feature selection
- pairwise
- clustering method
- text categorization
- eigendecomposition
- affinity matrix
- data clustering
- spectral methods
- graph laplacian
- image segmentation
- feature set
- evolutionary clustering
- k means
- similarity matrix
- feature space
- graph partitioning
- support vector
- clustering algorithm
- normalized cut
- feature extraction
- machine learning
- laplacian matrix
- similarity measure
- constrained clustering
- unsupervised learning
- text classification
- high dimensionality
- pairwise constraints
- graph clustering
- linear combination
- constrained spectral clustering