A Nyström spectral clustering algorithm based on probability incremental sampling.
Hongjie JiaShifei DingMingjing DuPublished in: Soft Comput. (2017)
Keyphrases
- clustering algorithm
- spectral clustering
- adaptive sampling
- incremental clustering
- normalized cut
- random sampling
- low rank approximation
- k means
- incremental learning
- probability distribution
- sampling methods
- random sample
- monte carlo
- theoretical analysis
- mixed data
- data clustering
- clustering method
- sample size
- eigendecomposition
- parameter space
- kernel matrix
- cluster analysis
- spectral analysis
- sampling strategy
- active learning
- data sets
- sampling algorithm
- bayesian networks
- hierarchical clustering
- image segmentation
- singular value decomposition