Semi-supervised fuzzy c-means regularized with pairwise constraints.
Jian-Ping MeiHuajiang LvPublished in: ICNC-FSKD (2018)
Keyphrases
- pairwise constraints
- fuzzy c means
- semi supervised
- fuzzy clustering
- semi supervised clustering
- clustering algorithm
- clustering method
- pairwise
- spectral clustering
- labeled data
- semi supervised learning
- image segmentation
- unlabeled data
- document clustering
- k means
- unsupervised clustering
- supervised learning
- unsupervised learning
- possibilistic clustering
- active learning
- membership functions
- euclidean distance
- data representation
- cluster analysis
- metric learning
- clustering approaches
- distance metric
- association rules
- support vector
- constrained clustering
- similarity measure
- decision boundary
- nonnegative matrix factorization
- boosting algorithms