Implementation of Lower and Upper Approximation features of rough set theory on FPGA.
Shubham TondeVanita AgarwalPublished in: ICCCNT (2021)
Keyphrases
- rough set theory
- rough sets
- decision table
- attribute reduction
- tool for data mining
- rule generation
- granular computing
- feature space
- rule induction
- hardware implementation
- knowledge reduction
- fuzzy set theory
- decision rules
- data mining
- knowledge discovery
- feature vectors
- rule sets
- real time
- data analysis
- rule extraction
- information entropy
- equivalence relation
- approximate reasoning
- discernibility matrix
- neural network
- continuous valued attributes
- rough fuzzy
- rough sets theory
- machine learning
- pattern recognition
- support vector machine
- concept lattice
- fuzzy logic