Self-weighted spectral clustering with parameter-free constraint.
Rui ZhangFeiping NieXuelong LiPublished in: Neurocomputing (2017)
Keyphrases
- spectral clustering
- parameter free
- pairwise constraints
- clustering method
- pairwise
- categorical data
- data clustering
- similarity matrix
- similarity graph
- outlier detection
- spectral methods
- image segmentation
- affinity matrix
- label propagation
- eigendecomposition
- graph laplacian
- constrained spectral clustering
- fully automatic
- k means
- clustering algorithm
- evolutionary clustering
- normalized cut
- object recognition
- laplacian matrix
- alternative clusterings
- detection algorithm
- unsupervised learning
- graph cuts
- databases