Semi-Supervised Graph Embedding Scheme with Active Learning (SSGEAL): Classifying High Dimensional Biomedical Data.
George LeeAnant MadabhushiPublished in: PRIB (2010)
Keyphrases
- semi supervised
- graph embedding
- active learning
- biomedical data
- high dimensional
- knowledge driven
- semi supervised learning
- low dimensional
- labeled data
- manifold learning
- unlabeled data
- dimensionality reduction
- label information
- unsupervised learning
- subspace learning
- pairwise constraints
- supervised learning
- pairwise
- data mining methods
- multi dimensional
- high dimensional data
- labeled examples
- discriminant analysis
- learning algorithm
- training examples
- data mining and knowledge discovery
- life sciences
- high dimensionality
- transfer learning
- data sets
- machine learning
- sparse coding
- multi source
- similarity search
- graphical models
- data points
- similarity measure
- databases