Boolean kernels and clustering with pairwise constraints.
Yoshifumi KusunokiTetsuzo TaninoPublished in: GrC (2014)
Keyphrases
- pairwise constraints
- kernel learning
- semi supervised clustering
- semi supervised
- spectral clustering
- pairwise
- document clustering
- constrained clustering
- clustering approaches
- distance metric
- unsupervised clustering
- clustering method
- clustering algorithm
- unlabeled data
- labeled data
- loss function
- data representation
- decision boundary
- data clustering
- k means
- instance level constraints
- kernel function
- semi supervised learning
- principal component analysis
- support vector
- feature selection
- data sets
- unsupervised learning
- similarity measure