A unified framework of density-based clustering for semi-supervised classification.
Jadson Castro GertrudesArthur ZimekJörg SanderRicardo J. G. B. CampelloPublished in: SSDBM (2018)
Keyphrases
- density based clustering
- semi supervised classification
- semi supervised
- semi supervised learning
- high efficiency
- labeled data
- unlabeled data
- arbitrary shape
- categorical data
- outlier detection
- distributed data mining
- clustering algorithm
- pairwise
- spectral clustering
- clustering framework
- training data
- pairwise constraints
- image segmentation
- data points
- maximum likelihood
- text classification
- supervised learning
- knowledge discovery