Instance based Transfer Learning for Genetic Programming for Symbolic Regression.
Qi ChenBing XueMengjie ZhangPublished in: CEC (2019)
Keyphrases
- symbolic regression
- transfer learning
- genetic programming
- learning tasks
- knn
- grammatical evolution
- evolutionary computation
- gene expression programming
- knowledge transfer
- labeled data
- evolutionary algorithm
- fitness function
- reinforcement learning
- collaborative filtering
- machine learning
- text classification
- text categorization
- semi supervised learning
- active learning
- multi task
- cross domain
- multi task learning
- machine learning algorithms
- regression problems
- learning algorithm
- k nearest neighbor
- text mining
- target domain
- neural network
- transfer knowledge
- genetic algorithm
- software package
- linear regression
- supervised learning
- genetic algorithm ga
- data sets
- data mining
- unlabeled data