A supervisory approach to semi-supervised clustering.
Bryan R. ConroyYongxin Taylor XiPeter J. RamadgePublished in: ICASSP (2010)
Keyphrases
- semi supervised clustering
- semi supervised
- metric learning
- background knowledge
- unsupervised clustering
- control system
- semi supervised learning
- pairwise constraints
- semi supervised classification
- k means
- nonnegative matrix factorization
- unlabeled data
- clustering algorithm
- document clustering
- labeled data
- unsupervised learning
- hidden markov random fields
- supervised classification
- cluster analysis
- dimensionality reduction
- multi class
- training data
- decision trees