A preliminary study on overlapping and data fracture in imbalanced domains by means of Genetic Programming-based feature extraction.
Jose G. Moreno-TorresFrancisco HerreraPublished in: ISDA (2010)
Keyphrases
- genetic programming
- data sets
- feature extraction
- original data
- raw data
- application domains
- database
- image data
- data processing
- data analysis
- data sources
- training data
- synthetic data
- data collection
- data structure
- end users
- knowledge discovery
- data mining techniques
- symbolic regression
- databases
- neural network
- evolutionary computation
- real world
- high dimensional data
- x ray
- computer systems
- genetic algorithm
- learning algorithm
- input data
- support vector machine
- prior knowledge
- feature vectors