Multi-view data clustering via non-negative matrix factorization with manifold regularization.
Ghufran Ahmad KhanJie HuTianrui LiBassoma DialloHongjun WangPublished in: Int. J. Mach. Learn. Cybern. (2022)
Keyphrases
- multi view
- data clustering
- negative matrix factorization
- spectral clustering
- semi supervised
- nonnegative matrix factorization
- semi supervised classification
- unsupervised learning
- semi supervised learning
- single view
- d objects
- document clustering
- matrix factorization
- k means
- clustering algorithm
- sparse representation
- pairwise constraints
- principal component analysis
- cluster analysis
- co training
- pairwise
- dimension reduction
- matrix completion
- active learning
- labeled data
- maximum likelihood
- information extraction
- learning algorithm
- labeled and unlabeled data
- machine learning
- data sets