Semi-Supervised Constrained Clustering: An In-Depth Overview, Ranked Taxonomy and Future Research Directions.
Germán González-AlmagroDaniel PeraltaEli De PoorterJosé Ramón CanoSalvador GarcíaPublished in: CoRR (2023)
Keyphrases
- constrained clustering
- semi supervised
- duplicate detection
- clustering method
- instance level constraints
- pairwise constraints
- constrained spectral clustering
- clustering algorithm
- hierarchical clustering
- unlabeled data
- labeled data
- semi supervised learning
- pair wise constraints
- k means
- pairwise
- spectral clustering
- active learning
- supervised learning
- data clustering
- cluster ensemble
- constraint satisfaction
- label propagation
- text classification
- machine learning
- unsupervised learning