Rule Extraction from Medical Data without Discretization of Numerical Attributes.
Juan L. Domínguez-OlmedoJacinto Mata VázquezVictoria PachónManuel J. Maña LópezPublished in: HEALTHINF (2012)
Keyphrases
- numerical attributes
- medical data
- rule extraction
- association rules
- rule induction
- data mining
- rough sets
- classification rules
- nominal attributes
- rough set theory
- medical images
- continuous attributes
- rule sets
- black box
- decision rules
- action rules
- neural network
- association rule mining
- attribute values
- numerical data
- subgroup discovery
- fuzzy rules
- itemsets
- frequent itemsets
- categorical data
- knowledge discovery in databases
- knowledge discovery
- decision table
- genetic programming
- data structure
- database
- data sources
- emerging patterns
- decision trees
- feature selection
- numeric attributes
- data sets