Using evolutionary algorithms as instance selection for data reduction in KDD: an experimental study.
José Ramón CanoFrancisco HerreraManuel LozanoPublished in: IEEE Trans. Evol. Comput. (2003)
Keyphrases
- instance selection
- evolutionary algorithm
- data reduction
- knowledge discovery
- data mining
- data analysis
- knowledge discovery and data mining
- data compression
- genetic programming
- preprocessing
- classification rules
- genetic algorithm
- feature selection
- classification accuracy
- association rules
- rough set theory
- text mining
- singular value decomposition
- model selection
- semi supervised
- rough sets
- feature extraction
- databases