Semi-supervised model-based clustering with controlled clusters leakage.
Marek SmiejaLukasz StruskiJacek TaborPublished in: Expert Syst. Appl. (2017)
Keyphrases
- model based clustering
- semi supervised
- hierarchical clustering
- mixture model
- expectation maximization
- clustering algorithm
- agglomerative hierarchical clustering
- semi supervised learning
- em algorithm
- vector space model
- labeled data
- generative model
- k means
- bayesian information criterion
- constrained clustering
- active learning
- document clustering
- unsupervised learning
- pairwise
- semi supervised clustering
- unlabeled data
- probabilistic model
- machine learning
- supervised learning
- similarity measure
- image processing