Transfer learning: a building block selection mechanism in genetic programming for symbolic regression.
Brandon MullerHarith Al-SahafBing XueMengjie ZhangPublished in: GECCO (Companion) (2019)
Keyphrases
- transfer learning
- building blocks
- selection mechanism
- symbolic regression
- genetic programming
- learning tasks
- grammatical evolution
- gene expression programming
- labeled data
- knowledge transfer
- cross domain
- evolutionary computation
- fitness function
- machine learning
- reinforcement learning
- collaborative filtering
- learning algorithm
- multi task
- evolutionary algorithm
- active learning
- multi task learning
- machine learning algorithms
- semi supervised learning
- text classification
- genetic algorithm
- text mining
- regression problems
- software package
- transfer knowledge
- data mining
- data sets
- unlabeled data
- target domain
- parameter optimization
- data streams
- artificial intelligence