Semi-supervised multi-view clustering with Graph-regularized Partially Shared Non-negative Matrix Factorization.
Naiyao LiangZuyuan YangZhenni LiShengli XieChun-Yi SuPublished in: Knowl. Based Syst. (2020)
Keyphrases
- negative matrix factorization
- multi view clustering
- semi supervised
- multi view
- probabilistic latent semantic analysis
- sparsity constraints
- nonnegative matrix factorization
- matrix factorization
- principal component analysis
- document clustering
- sparse representation
- semi supervised learning
- labeled data
- supervised learning
- unlabeled data
- active learning
- pairwise
- least squares
- d objects
- subspace learning
- unsupervised learning
- digital libraries
- generative model
- dimensionality reduction
- spectral clustering
- weighted graph
- knowledge discovery
- probabilistic model