Genetic Programming for Instance Transfer Learning in Symbolic Regression.
Qi ChenBing XueMengjie ZhangPublished in: IEEE Trans. Cybern. (2022)
Keyphrases
- transfer learning
- symbolic regression
- genetic programming
- learning tasks
- knowledge transfer
- grammatical evolution
- fitness function
- semi supervised learning
- gene expression programming
- evolutionary computation
- labeled data
- active learning
- machine learning
- software package
- reinforcement learning
- transfer knowledge
- cross domain
- evolutionary algorithm
- collaborative filtering
- multi task
- text classification
- target domain
- genetic algorithm
- multi task learning
- text mining
- learning algorithm
- regression problems
- parameter optimization
- machine learning algorithms
- text categorization
- high dimensional
- nearest neighbor
- semi supervised
- open source
- neural network
- learning problems
- supervised learning
- training data
- unlabeled data
- data sets
- unsupervised learning