Data Reduction by Genetic Algorithms and Non-Algebraic Feature Construction: A Case Study.
Leila Shila ShaftiEduardo PérezPublished in: HIS (2008)
Keyphrases
- data reduction
- feature construction
- genetic programming
- genetic algorithm
- feature selection
- classification rules
- data compression
- decision trees
- data representation
- machine learning
- rule learning
- preprocessing
- fitness function
- concept learning
- evolutionary computation
- neural network
- knowledge discovery
- data analysis
- classification accuracy
- evolutionary algorithm
- model selection
- data mining
- simulated annealing
- rough set theory
- high dimensionality
- fuzzy logic
- singular value decomposition
- dimensionality reduction
- supervised learning
- image quality
- subgroup discovery
- feature extraction
- clustering algorithm
- database
- information retrieval
- learning algorithm
- data quality
- training data
- training set
- naive bayes