Generalisation and domain adaptation in GP with gradient descent for symbolic regression.
Qi ChenBing XueMengjie ZhangPublished in: CEC (2015)
Keyphrases
- symbolic regression
- domain adaptation
- genetic programming
- gene expression programming
- evolutionary computation
- cross domain
- fitness function
- semi supervised
- evolutionary algorithm
- multiple sources
- labeled data
- software package
- sentiment classification
- regression problems
- test data
- semi supervised learning
- transfer learning
- target domain
- unlabeled data
- co training
- machine learning
- prior knowledge
- feature extraction
- training data
- reinforcement learning
- supervised learning
- active learning
- data sets