Applications of rough sets in big data analysis: An overview.
Piotr PietaTomasz SzmucPublished in: Int. J. Appl. Math. Comput. Sci. (2021)
Keyphrases
- rough sets
- data analysis
- rough set theory
- big data
- fuzzy sets
- decision rules
- data mining
- rough sets theory
- attribute reduction
- granular computing
- knowledge reduction
- rough set model
- soft computing
- inductive machine learning
- attribute set
- rough fuzzy
- decision table
- knowledge discovery
- rule induction
- pattern recognition
- approximation spaces
- continuous valued attributes
- uncertainty handling
- artificial intelligence
- dominance relation
- spatial data
- data warehouse
- fuzzy logic
- information entropy
- data reduction