Automatic Creation of Machine Learning Workflows with Strongly Typed Genetic Programming.
Tomás KrenMartin PilátRoman NerudaPublished in: Int. J. Artif. Intell. Tools (2017)
Keyphrases
- genetic programming
- strongly typed
- machine learning
- programming language
- fitness function
- data processing
- gene expression programming
- symbolic regression
- machine learning methods
- feature construction
- evolutionary computation
- evolutionary algorithm
- learning algorithm
- knowledge acquisition
- machine learning algorithms
- learning systems
- web services
- supervised learning
- fully automatic
- semi automatic
- grammar guided genetic programming
- model selection
- reinforcement learning
- high level
- computer vision
- text mining
- information extraction
- support vector machine
- active learning
- genetic algorithm
- pattern recognition
- computer science
- data analysis
- regression problems
- inductive learning
- inductive logic programming
- kernel methods
- data mining
- natural language processing
- text classification
- business processes
- semi supervised learning