Knowledge-Guided Semantics Adjustment for Improved Few-Shot Classification.
Guangtao ZhengAidong ZhangPublished in: ICDM (2022)
Keyphrases
- classification accuracy
- pattern recognition
- domain knowledge
- knowledge acquisition
- classification scheme
- knowledge representation
- image classification
- semantic information
- support vector machine
- support vector
- feature vectors
- expert systems
- knowledge sources
- text classification
- classification algorithm
- prior knowledge
- machine learning
- automatic classification
- classification models
- classification rules
- knowledge sharing
- classification method
- knowledge base
- class labels
- logic programming
- feature extraction
- neural network
- feature space
- detection algorithm
- training samples
- conceptual model
- knowledge management
- pattern classification
- multi class
- video sequences