Incremental Semi-Supervised Clustering Ensemble for High Dimensional Data Clustering.
Zhiwen YuPeinan LuoJane YouHau-San WongHareton LeungSi WuJun ZhangGuoqiang HanPublished in: IEEE Trans. Knowl. Data Eng. (2016)
Keyphrases
- data clustering
- semi supervised clustering
- high dimensional
- k means
- clustering algorithm
- spectral clustering
- semi supervised
- unsupervised clustering
- pairwise constraints
- clustering ensemble
- unsupervised learning
- metric learning
- dimensionality reduction
- cluster ensemble
- background knowledge
- cluster analysis
- low dimensional
- semi supervised classification
- nonnegative matrix factorization
- semi supervised learning
- similarity search
- nearest neighbor
- document clustering
- ensemble methods
- clustering method
- high dimensional data
- labeled data
- data points
- training set
- hierarchical clustering
- data analysis
- pattern recognition
- feature selection
- dimension reduction
- learning algorithm
- active learning
- image segmentation
- computer vision