Rough Set Theory as a Data Mining Technique: A Case Study in Epidemiology and Cancer Incidence Prediction.
Zaineb Chelly DagdiaChristine ZargesBenjamin SchannesMartin MicalefLino GalianaBenoît RollandOlivier de FresnoyeMehdi BenchoufiPublished in: ECML/PKDD (3) (2018)
Keyphrases
- rough set theory
- data mining techniques
- rough sets
- knowledge discovery
- data mining
- data warehouse
- cluster analysis
- attribute reduction
- decision table
- knowledge reduction
- association rules
- data analysis
- tool for data mining
- association rule mining
- decision rules
- apriori algorithm
- rule induction
- granular computing
- data mining methods
- data mining technology
- rule generation
- data mining algorithms
- distributed data mining
- prediction model
- historical data
- discernibility matrix
- rough fuzzy
- data mining applications
- rule extraction
- information entropy
- artificial intelligence
- rough sets theory
- genetic algorithm
- real world
- predictive model
- data reduction
- concept lattice
- databases
- fuzzy sets
- training data
- information retrieval
- machine learning