Comparing Clustering with Pairwise and Relative Constraints: A Unified Framework.
Yuanli PeiXiaoli Z. FernTeresa Vania TjahjaRómer RosalesPublished in: ACM Trans. Knowl. Discov. Data (2016)
Keyphrases
- pairwise
- pairwise constraints
- semi supervised clustering
- spectral clustering
- pairwise similarities
- semi supervised
- instance level constraints
- similarity function
- clustering method
- clustering algorithm
- k means
- constrained clustering
- constraint satisfaction
- document clustering
- unsupervised learning
- similarity matrix
- similarity measure
- graph theoretic
- hypergraph partitioning
- data clustering
- constraint programming
- cluster analysis
- data points
- hierarchical clustering
- graph matching
- constrained optimization
- point sets
- outlier detection
- self organizing maps
- higher order
- multi class
- dissimilarity matrix
- neural network