Constrained Clustering With Nonnegative Matrix Factorization.
Xianchao ZhangLinlin ZongXinyue LiuJiebo LuoPublished in: IEEE Trans. Neural Networks Learn. Syst. (2016)
Keyphrases
- nonnegative matrix factorization
- constrained clustering
- spectral clustering
- duplicate detection
- clustering method
- negative matrix factorization
- clustering algorithm
- pairwise constraints
- semi supervised
- data representation
- k means
- matrix factorization
- data clustering
- hierarchical clustering
- document clustering
- least squares
- constraint satisfaction
- cluster ensemble
- semi supervised clustering
- pairwise
- image segmentation
- original data
- high dimensional
- support vector
- integrity constraints
- text mining
- objective function
- machine learning