Object-First Incremental Algorithms for Updating Approximations in Multi-Granulation Fuzzy Probabilistic Rough Sets Over Two Universes.
Zhanao XueHaodong HouBingxin SunYongxiang LiYanna ZhangPublished in: IEEE Access (2021)
Keyphrases
- rough sets
- fuzzy sets
- incremental algorithms
- incremental update
- rough set theory
- granular computing
- lower and upper approximations
- membership functions
- rough fuzzy
- fuzzy logic
- soft computing
- fuzzy rough sets
- rule extraction
- dominance relation
- knowledge reduction
- rough approximations
- set pair analysis
- information granules
- decision rules
- upper and lower approximations
- approximate reasoning
- decision table
- fuzzy numbers
- data mining
- attribute reduction
- fuzzy rules
- approximation spaces
- rough set model
- pattern recognition
- fuzzy measures
- probability theory
- concept lattice
- rule generation
- bayesian networks
- continuous valued attributes
- rough sets theory
- temporal constraints
- upper approximation
- real world
- artificial intelligence
- spatial relationships
- information processing
- computer vision
- approximation operators
- data analysis
- topological relationships
- multi criteria
- set valued
- databases