Automatically Choosing Selection Operator Based on Semantic Information in Evolutionary Feature Construction.
Hengzhe ZhangQi ChenBing XueWolfgang BanzhafMengjie ZhangPublished in: PRICAI (2) (2023)
Keyphrases
- semantic information
- feature construction
- wordnet
- concept learning
- genetic programming
- selection operator
- data representation
- rule learning
- machine learning
- domain knowledge
- genetic algorithm
- feature selection
- evolutionary computation
- keywords
- contextual information
- background knowledge
- low level
- supervised learning
- crossover operator
- decision trees
- metaheuristic
- data sets
- metadata
- xml documents
- high level
- dimension reduction
- fitness function
- artificial intelligence
- feature extraction