Hybrid Attribute Reduction for Classification Based on A Fuzzy Rough Set Technique.
Qinghua HuDaren YuZongxia XiePublished in: SDM (2005)
Keyphrases
- attribute reduction
- fuzzy rough sets
- rough sets
- rough set theory
- variable precision rough set model
- decision table
- decision rules
- soft set
- data reduction
- concept lattice
- pattern recognition
- decision trees
- fuzzy sets
- classification accuracy
- rule extraction
- support vector machine
- genetic algorithm
- rough approximations
- feature extraction
- classification error
- knowledge discovery
- classification algorithm
- training set
- rough fuzzy
- feature selection
- computational intelligence
- machine learning