Combining Label Information and Neighborhood Graph for Semi-supervised Learning.
Lianwei ZhaoSiwei LuoMei TianChao ShaoHongliang MaPublished in: ISNN (1) (2006)
Keyphrases
- semi supervised learning
- label information
- semi supervised
- neighborhood graph
- graph construction
- unlabeled data
- labeled data
- manifold learning
- label propagation
- data points
- labeled examples
- training data
- semi supervised classification
- active learning
- supervised learning
- co training
- transfer learning
- partially labeled
- text categorization
- training examples
- unsupervised learning
- machine learning
- knn
- labeled and unlabeled data
- pairwise
- class labels
- information retrieval
- image processing
- neural network
- high dimensional
- metric learning
- text classification
- multiple instance learning
- prior knowledge
- learning algorithm
- data distribution
- euclidean distance