Supervised Isomap Based on Pairwise Constraints.
Jian ChengCan ChengYi-Nan GuoPublished in: ICONIP (1) (2012)
Keyphrases
- pairwise constraints
- semi supervised
- manifold learning
- semi supervised classification
- semi supervised clustering
- pairwise
- unsupervised learning
- semi supervised learning
- supervised learning
- pattern classification
- dimension reduction
- unlabeled data
- labeled data
- active learning
- dimensionality reduction
- data representation
- low dimensional
- decision boundary
- metric learning
- euclidean distance
- distance metric
- spectral clustering
- principal component analysis
- learning algorithm
- document clustering
- loss function
- geometric structure
- distance function
- high dimensional data
- data mining