An Adaptive Kernel Method for Semi-supervised Clustering.
Bojun YanCarlotta DomeniconiPublished in: ECML (2006)
Keyphrases
- kernel methods
- semi supervised clustering
- semi supervised
- metric learning
- pairwise constraints
- learning problems
- machine learning
- semi supervised learning
- learning tasks
- background knowledge
- kernel function
- support vector
- unsupervised clustering
- semi supervised classification
- support vector machine
- feature space
- nonnegative matrix factorization
- document clustering
- clustering algorithm
- labeled data
- unsupervised learning
- active learning
- pairwise
- probabilistic model
- domain knowledge
- data clustering