Semi-supervised multi-view clustering based on constrained nonnegative matrix factorization.
Hao CaiBo LiuYanshan XiaoLuyue LinPublished in: Knowl. Based Syst. (2019)
Keyphrases
- multi view
- nonnegative matrix factorization
- semi supervised
- single view
- semi supervised clustering
- pairwise
- multiple views
- matrix factorization
- semi supervised learning
- co training
- data representation
- labeled data
- supervised learning
- negative matrix factorization
- least squares
- unsupervised learning
- unlabeled data
- generative model
- spectral clustering
- semi supervised classification
- active learning
- multi view learning
- pairwise constraints
- labeled and unlabeled data
- image segmentation
- metric learning
- document clustering
- document collections
- image classification
- collaborative filtering
- viewpoint
- training data
- three dimensional