Deterministic Extraction of Compact Sets of Rules for Subgroup Discovery.
Juan L. Domínguez-OlmedoJacinto Mata VázquezVictoria PachónPublished in: IDEAL (2015)
Keyphrases
- subgroup discovery
- rule learning
- classification rules
- rule discovery
- contrast set mining
- actionable knowledge
- rule learner
- pattern mining
- interesting patterns
- association rule mining
- rule sets
- symbolic knowledge
- numeric attributes
- association rules
- inductive logic programming
- pattern discovery
- genetic programming
- data mining
- decision rules
- rule induction
- discovered rules
- data mining tasks
- interesting rules
- decision trees
- data sets
- classification algorithm
- fraud detection
- background knowledge
- detection algorithm
- itemsets
- neural network
- databases