Robust multiple kernel subspace clustering with block diagonal representation and low-rank consensus kernel.
Xiaoqian ZhangXuqian XueHuaijiang SunZhigui LiuLi GuoXin GuoPublished in: Knowl. Based Syst. (2021)
Keyphrases
- subspace clustering
- affinity matrix
- low rank
- high dimensional data
- kernel matrix
- kernel learning
- kernel methods
- linear combination
- multiple kernel learning
- high dimensional
- clustering method
- clustering algorithm
- semidefinite programming
- high dimensionality
- nearest neighbor
- dimensionality reduction
- kernel function
- missing data
- convex optimization
- singular value decomposition
- input space
- graph matching
- low dimensional
- matrix factorization
- data sets
- semi supervised
- support vector
- spectral clustering
- linear subspace
- active learning
- data analysis
- image processing