Scalable personalized medicine with active learning: detecting seizures with minimum labeled data.
Guha BalakrishnanZeeshan SyedPublished in: IHI (2010)
Keyphrases
- labeled data
- active learning
- unlabeled data
- semi supervised
- semi supervised learning
- supervised learning
- transfer learning
- random sampling
- text classification
- labeled training data
- class labels
- labeling effort
- semi supervised classification
- training examples
- unlabeled examples
- labeled examples
- learning algorithm
- machine learning
- co training
- selective sampling
- labeled instances
- training data
- e learning
- training set
- domain adaptation
- data mining
- neural network
- unlabeled instances
- learning process
- query by committee
- label propagation
- labeled data for training
- support vector
- cross domain
- learning tasks
- labeling process
- unsupervised learning
- knowledge discovery
- fully supervised
- data points
- labeled training set
- real world