Fuzzy rough set-based attribute reduction using distance measures.
Changzhong WangYang HuangMingwen ShaoXiaodong FanPublished in: Knowl. Based Syst. (2019)
Keyphrases
- attribute reduction
- distance measure
- rough sets
- rough set theory
- concept lattice
- variable precision rough set model
- fuzzy rough sets
- knowledge reduction
- fuzzy sets
- soft set
- rough set model
- decision table
- approximation operators
- discernibility matrix
- similarity measure
- distance function
- fuzzy logic
- dynamic time warping
- decision rules
- information entropy
- data mining
- parallel particle swarm optimization
- fuzzy clustering
- pattern recognition
- fuzzy numbers
- membership functions
- bhattacharyya distance
- fuzzy rules
- rule extraction
- euclidean distance
- association rule mining
- data compression
- knowledge discovery
- data analysis
- data reduction
- rule sets
- approximation spaces
- proximity measures
- preprocessing
- image processing
- decision making
- databases