Knowledge Guided Machine Learning for Extracting, Preserving, and Adapting Physics-aware Features.
Erhu HeYiqun XieLicheng LiuZhenong JinDajun ZhangXiaowei JiaPublished in: SDM (2024)
Keyphrases
- machine learning
- knowledge acquisition
- knowledge representation
- feature generation
- feature set
- feature vectors
- expert systems
- machine learning algorithms
- prior knowledge
- computer science
- automatically extracted
- information extraction
- image features
- low level
- domain knowledge
- knowledge management
- extracting features
- e learning
- learning algorithm
- supervised learning
- data mining techniques
- learning systems
- machine learning approaches
- pattern recognition
- feature construction
- knowledge base
- feature selection
- artificial intelligence
- data sets
- inductive logic programming
- knowledge sources
- knowledge sharing
- machine learning models
- background knowledge
- computational intelligence
- co occurrence
- natural language processing
- knowledge discovery
- feature space
- high level
- decision trees
- computer vision
- neural network