Discrimination-aware safe semi-supervised clustering.
Haitao GanWeiyan GanZhi YangRan ZhouPublished in: Inf. Sci. (2024)
Keyphrases
- semi supervised clustering
- discrimination aware
- semi supervised
- relative merits
- metric learning
- background knowledge
- unsupervised clustering
- pairwise constraints
- data mining approaches
- semi supervised learning
- data mining
- semi supervised classification
- k means
- reject option
- nonnegative matrix factorization
- decision theory
- pairwise
- labeled data
- unlabeled data
- supervised learning
- active learning
- clustering algorithm
- machine learning algorithms
- domain knowledge
- machine learning
- data sets