Semi-supervised nearest neighbor editing.
Donghai GuanWeiwei YuanYoung-Koo LeeSungyoung LeePublished in: IJCNN (2008)
Keyphrases
- nearest neighbor
- semi supervised
- k nearest neighbor
- semi supervised learning
- knn
- unlabeled data
- high dimensional
- pairwise
- active learning
- nearest neighbor search
- high dimensional data
- labeled data
- supervised learning
- semi supervised classification
- distance function
- multi view
- co training
- unsupervised learning
- data points
- training set
- index structure
- nearest neighbor algorithm
- pairwise constraints
- label information
- manifold learning
- decision boundary
- image editing
- subspace learning
- label propagation
- neural network
- constrained clustering
- reverse nearest neighbor
- labeled and unlabeled data
- weakly supervised
- decision trees
- metric learning
- classification rules
- unlabeled samples
- similarity search
- data sets