Semi-supervised Clustering with Two Types of Background Knowledge: Fusing Pairwise Constraints and Monotonicity Constraints.
Germán González-AlmagroJuan-Luis SuárezPablo Sánchez BermejoJosé Ramón CanoSalvador GarcíaPublished in: CoRR (2023)
Keyphrases
- semi supervised clustering
- background knowledge
- pairwise constraints
- semi supervised
- logic programs
- pairwise
- domain knowledge
- knowledge base
- prior knowledge
- labeled data
- metric learning
- unsupervised clustering
- semi supervised classification
- semi supervised learning
- semantic information
- spectral clustering
- active learning
- dimensionality reduction
- unlabeled data
- image segmentation
- clustering algorithm
- machine learning