Multiview Subspace Clustering via Low-Rank Symmetric Affinity Graph.
Wei LanTianchuan YangQingfeng ChenShichao ZhangYi DongHuiyu ZhouYi PanPublished in: IEEE Trans. Neural Networks Learn. Syst. (2024)
Keyphrases
- low rank
- subspace clustering
- affinity graph
- high dimensional data
- ranking algorithm
- similarity metric
- subspace clusters
- high dimensional
- affinity matrix
- nearest neighbor
- dimensionality reduction
- low dimensional
- bipartite graph
- high dimensionality
- similarity search
- data sets
- missing data
- data analysis
- rank minimization
- convex optimization
- original data
- data points
- matrix factorization
- greedy algorithm
- clustering method
- singular value decomposition
- multiple views
- linear combination
- sparse representation
- high order
- clustering algorithm
- machine learning
- input data
- semi supervised
- active learning
- linear subspace
- data mining