Attribute Reduction Based on Multi-objective Decomposition-Ensemble Optimizer with Rough Set and Entropy.
Jie YangSimon FongTengyue LiPublished in: ICDM Workshops (2019)
Keyphrases
- attribute reduction
- rough sets
- multi objective
- information entropy
- rough set theory
- evolutionary algorithm
- knowledge reduction
- decision table
- variable precision rough set model
- rough set model
- attribute reduction algorithm
- decision rules
- rough sets theory
- fuzzy rough sets
- discernibility matrix
- fuzzy sets
- data mining
- neural network
- genetic algorithm
- data analysis
- concept lattice
- rule extraction
- dominance relation
- base classifiers
- pattern recognition
- random forest
- rule induction
- variable precision
- attribute set
- databases
- rule sets
- knowledge discovery
- approximation spaces
- training data
- machine learning
- real world
- variable precision rough set