Active Learning Strategies for Semi-Supervised DBSCAN.
Jundong LiJörg SanderRicardo J. G. B. CampelloArthur ZimekPublished in: Canadian Conference on AI (2014)
Keyphrases
- active learning strategies
- semi supervised
- active learning
- instance level constraints
- semi supervised learning
- clustering algorithm
- labeled data
- binary classification
- supervised learning
- unlabeled data
- selection strategies
- pairwise
- clustering method
- learning algorithm
- unsupervised learning
- k means
- training examples
- transfer learning
- machine learning
- training set
- constrained clustering
- label propagation
- learning process
- metric learning
- multi class
- pairwise constraints
- selective sampling
- decision trees