COLUMBUS: Automated Discovery of New Multi-Level Features for Domain Generalization via Knowledge Corruption.
Ahmed FrikhaDenis KrompaßVolker TrespPublished in: CoRR (2021)
Keyphrases
- automated discovery
- domain experts
- domain knowledge
- knowledge discovery
- feature extraction
- prior knowledge
- knowledge representation
- knowledge base
- general knowledge
- knowledge based systems
- domain dependent
- knowledge sources
- domain independent
- keypoints
- learning systems
- knowledge domains
- knowledge acquisition
- co occurrence
- information retrieval
- artificial intelligence
- search engine
- low level
- expert systems
- support vector
- high level
- knowledge transfer
- similarity measure
- knowledge sharing
- training data
- domain ontology
- neural network
- false positives
- feature vectors
- higher level
- classification accuracy
- feature set
- knowledge management