Deep learning vs spectral clustering into an active clustering with pairwise constraints propagation.
Nicolas VoironAlexandre BenoîtPatrick LambertBogdan IonescuPublished in: CBMI (2016)
Keyphrases
- spectral clustering
- pairwise constraints
- deep learning
- clustering method
- data clustering
- constrained spectral clustering
- unsupervised learning
- pairwise
- k means
- clustering algorithm
- constrained clustering
- similarity matrix
- unsupervised clustering
- instance level constraints
- image segmentation
- clustering approaches
- bayesian networks
- normalized cut
- document clustering
- semi supervised
- knowledge discovery
- machine learning
- data sets
- training data