Semi-Supervised Non-Negative Matrix Factorization With Dissimilarity and Similarity Regularization.
Yuheng JiaSam KwongJunhui HouWenhui WuPublished in: IEEE Trans. Neural Networks Learn. Syst. (2020)
Keyphrases
- negative matrix factorization
- semi supervised
- dissimilarity measure
- matrix factorization
- document clustering
- nonnegative matrix factorization
- semi supervised learning
- pairwise
- sparse representation
- spectral clustering
- similarity measure
- principal component analysis
- low rank
- labeled data
- active learning
- euclidean distance
- signal processing
- unlabeled data
- subspace learning
- tensor factorization
- distance function
- image restoration
- distance measure
- supervised learning
- training data
- regularization parameter
- knowledge discovery
- high dimensional