CECM: Adding pairwise constraints to evidential clustering.
Violaine AntoineBenjamin QuostMarie-Hélène MassonThierry DenoeuxPublished in: FUZZ-IEEE (2010)
Keyphrases
- pairwise constraints
- semi supervised clustering
- semi supervised
- spectral clustering
- pairwise
- document clustering
- constrained clustering
- distance metric
- unsupervised clustering
- clustering approaches
- data representation
- loss function
- clustering method
- unlabeled data
- labeled data
- data points
- k means
- semi supervised learning
- decision boundary
- support vector
- text categorization
- unsupervised learning
- hierarchical clustering
- similarity matrix
- clustering algorithm
- instance level constraints
- data clustering
- cluster analysis
- support vector machine
- reinforcement learning