Enhancing Low-Rank Subspace Clustering by Manifold Regularization.
Junmin LiuYijun ChenJiang-She ZhangZongben XuPublished in: IEEE Trans. Image Process. (2014)
Keyphrases
- low rank
- subspace clustering
- high dimensional data
- matrix completion
- semi supervised
- dimension reduction
- high dimensional
- dimensionality reduction
- semi supervised classification
- nearest neighbor
- low dimensional
- missing data
- data sets
- semi supervised learning
- data points
- high dimensionality
- data analysis
- matrix factorization
- linear combination
- clustering method
- kernel matrix
- original data
- sparse representation
- singular value decomposition
- convex optimization
- missing values
- unlabeled data
- singular values
- high order
- clustering algorithm
- linear discriminant analysis
- unsupervised learning
- input data
- labeled and unlabeled data