Fast Attribute Reduction for Big Datasets Based on Neighborhood Rough Set.
Cheng WangYabin ShaoXiaoli PengShuyin XiaWeiqi ChenPublished in: FSDM (2022)
Keyphrases
- attribute reduction
- rough sets
- rough set theory
- knowledge reduction
- decision table
- rough set model
- variable precision rough set model
- fuzzy rough sets
- fuzzy sets
- decision rules
- discernibility matrix
- concept lattice
- rule induction
- attribute reduction algorithm
- rough sets theory
- granular computing
- data analysis
- data mining
- information entropy
- data reduction
- variable precision
- information retrieval
- neural network
- fuzzy logic
- attribute set
- rule extraction
- rule sets
- data mining algorithms
- condition attributes
- machine learning