Software defect prediction using relational association rule mining.
Gabriela CzibulaZsuzsanna MarianIstván Gergely CzibulaPublished in: Inf. Sci. (2014)
Keyphrases
- association rule mining
- software defect prediction
- association rules
- ensemble learning
- imbalanced data
- itemsets
- data mining
- data mining techniques
- sample selection bias
- feature ranking
- knowledge discovery
- interestingness measures
- frequent itemsets
- association rule mining algorithm
- discovered association rules
- class imbalance
- genetic network programming
- data model
- feature extraction
- positive and negative association rules
- generalization ability
- ensemble methods
- genetic algorithm