Semi-supervised K-way Spectral Clustering using Pairwise Constraints.
Guillaume WacquetPierre-Alexandre HébertÉmilie Caillault PoissonDenis HamadPublished in: IJCCI (NCTA) (2011)
Keyphrases
- pairwise constraints
- spectral clustering
- semi supervised clustering
- semi supervised
- pairwise
- clustering method
- semi supervised classification
- constrained spectral clustering
- data clustering
- constrained clustering
- similarity matrix
- unsupervised clustering
- label propagation
- k means
- clustering algorithm
- image segmentation
- negative matrix factorization
- normalized cut
- nonnegative matrix factorization
- unsupervised learning
- labeled data
- semi supervised learning
- cluster analysis
- learning algorithm
- supervised learning