Visualization of Labeled Data Using Linear Transformations.
Yehuda KorenLiran CarmelPublished in: INFOVIS (2003)
Keyphrases
- labeled data
- linear transformations
- unlabeled data
- semi supervised
- linear transformation
- semi supervised learning
- text classification
- active learning
- training data
- transfer learning
- linear model
- data points
- domain adaptation
- labeled training data
- supervised learning
- labeled examples
- parameter space
- semi supervised classification
- prior knowledge
- co training
- metric learning
- labeled instances
- learning algorithm
- class labels
- background knowledge
- labeled and unlabeled data
- locally optimal
- data sets
- target domain
- globally optimal
- unsupervised learning
- image classification
- data analysis
- labeling effort