Evolutionary multi-feature construction for data reduction: A case study.
Leila Shila ShaftiEduardo PérezPublished in: Appl. Soft Comput. (2009)
Keyphrases
- data reduction
- feature construction
- feature selection
- data compression
- genetic programming
- machine learning
- concept learning
- data representation
- preprocessing
- evolutionary computation
- decision trees
- classification rules
- data analysis
- rule learning
- knowledge discovery
- genetic algorithm
- classification accuracy
- data mining
- feature extraction
- model selection
- dimension reduction
- neural network
- high dimensionality
- singular value decomposition
- rough set theory
- supervised learning
- support vector
- databases
- data quality
- dimensionality reduction
- clustering algorithm