Semi-supervised clustering with inaccurate pairwise annotations.
Daniel GribelMichel GendreauThibaut VidalPublished in: Inf. Sci. (2022)
Keyphrases
- semi supervised clustering
- pairwise
- pairwise constraints
- semi supervised
- metric learning
- semi supervised classification
- loss function
- spectral clustering
- semi supervised learning
- unsupervised clustering
- multi class
- labeled data
- unlabeled data
- background knowledge
- metadata
- supervised learning
- clustering algorithm
- similarity measure
- keywords
- data representation
- nonnegative matrix factorization
- transfer learning
- cost sensitive
- k means
- decision boundary
- document clustering
- decision trees
- unsupervised learning