Core for Large Datasets: Rough Sets on FPGA.
Maciej KopczynskiTomasz GrzesJaroslaw StepaniukPublished in: CS&P (2015)
Keyphrases
- rough sets
- rough set theory
- discernibility matrix
- decision rules
- rough sets theory
- granular computing
- attribute reduction
- fuzzy sets
- knowledge reduction
- rough set model
- data mining
- information entropy
- inductive machine learning
- pattern recognition
- soft computing
- dominance relation
- rule induction
- decision table
- data analysis
- continuous valued attributes
- set pair analysis
- tool for data mining
- lower and upper approximations
- attribute set
- classification rules
- decision trees