On the Use of Genetic Programming for Mining Comprehensible Rules in Subgroup Discovery.
José María LunaJosé Raúl RomeroCristóbal RomeroSebastián VenturaPublished in: IEEE Trans. Cybern. (2014)
Keyphrases
- subgroup discovery
- classification rules
- genetic programming
- exceptional model mining
- actionable knowledge
- rule learning
- emerging patterns
- rule sets
- rule discovery
- contrast set mining
- discovered rules
- evolutionary algorithm
- rule induction
- numeric attributes
- rule learner
- symbolic knowledge
- numerical attributes
- interestingness measures
- interesting patterns
- pattern mining
- previously discovered
- nominal attributes
- association rules
- information retrieval
- data mining tasks
- pattern discovery
- inductive logic programming
- itemsets
- knowledge discovery
- domain knowledge