FPGA supported rough set reduct calculation for big datasets.
Maciej KopczynskiTomasz GrzesPublished in: J. Intell. Inf. Syst. (2022)
Keyphrases
- rough sets
- rough set theory
- rough sets theory
- decision rules
- knowledge reduction
- fuzzy sets
- data mining
- decision table
- attribute reduction
- information entropy
- rule induction
- tool for data mining
- variable precision rough set
- discernibility matrix
- fuzzy logic
- rough set model
- data analysis
- set pair analysis
- fuzzy rough sets
- variable precision
- genetic algorithm
- rule extraction
- pattern recognition
- computer vision
- dominance relation
- approximation spaces
- equivalence relation
- decision making
- real time