Using Rough Sets as Tools for Knowledge Discovery.
Ning ShanWojciech ZiarkoHoward J. HamiltonNick CerconePublished in: KDD (1995)
Keyphrases
- rough sets
- knowledge discovery
- rough set theory
- data mining
- granular computing
- decision rules
- rough sets theory
- attribute reduction
- concept lattice
- data analysis
- pattern recognition
- fuzzy sets
- tool for data mining
- rough set model
- formal concept analysis
- approximation spaces
- data mining techniques
- soft computing
- machine learning
- data mining tools
- information retrieval
- association rule mining
- inductive machine learning
- continuous valued attributes
- databases
- fuzzy rough sets
- information entropy
- knowledge discovery in databases
- computer vision
- decision table
- genetic algorithm
- rough approximations
- association rules
- fuzzy logic
- data warehouse
- uncertainty handling
- real time