Informed Selection of Training Examples for Knowledge Refinement.
Nirmalie WiratungaSusan CrawPublished in: EKAW (2000)
Keyphrases
- training examples
- small number
- training data
- prior domain knowledge
- active learning
- learning algorithm
- training set
- supervised learning
- object categories
- training phase
- domain knowledge
- domain theory
- training samples
- knowledge base
- knowledge representation
- previously learned
- knowledge discovery
- labeled data
- support vector
- negative examples
- knowledge transfer
- class distribution
- background knowledge
- image processing
- knowledge acquisition
- positive examples
- data sets
- similarity measure
- labeled examples
- reinforcement learning
- prior knowledge
- object recognition
- negative training examples