Nearest neighbor editing aided by unlabeled data.
Donghai GuanWeiwei YuanYoung-Koo LeeSungyoung LeePublished in: Inf. Sci. (2009)
Keyphrases
- unlabeled data
- nearest neighbor
- data points
- training set
- labeled data
- semi supervised learning
- active learning
- semi supervised
- k nearest neighbor
- co training
- semi supervised classification
- supervised learning
- knn
- high dimensional data
- labeled and unlabeled data
- distance function
- text classification
- text categorization
- labeled examples
- training data
- class labels
- training examples
- number of labeled examples
- high dimensional
- label propagation
- labeled training data
- decision boundary
- learning algorithm
- positive examples
- prior knowledge
- instance selection
- feature space
- decision trees
- data sets
- supervised and semi supervised
- small set of labeled
- training samples
- multi view
- dimensionality reduction
- object recognition
- index structure
- transfer learning
- domain adaptation
- similarity measure