Advances in applying genetic programming to machine learning, focussing on classification problems.
Stephan M. WinklerMichael AffenzellerStefan WagnerPublished in: IPDPS (2006)
Keyphrases
- genetic programming
- machine learning
- fitness function
- evolutionary computation
- symbolic regression
- artificial intelligence
- feature construction
- evolutionary algorithm
- financial forecasting
- recent advances
- machine learning methods
- machine learning algorithms
- classification rules
- knowledge acquisition
- data analysis
- feature selection
- learning algorithm
- support vector machine
- pattern recognition
- inductive learning
- computational biology
- machine learning approaches
- explanation based learning
- grammar guided genetic programming
- learning systems
- active learning
- genetic algorithm
- genetic algorithm ga
- model selection
- knowledge representation
- multi objective
- learning environment
- regression problems
- machine learning and data mining
- reinforcement learning
- hyper heuristics
- decision trees
- computer vision