An effective approach to improve the performance of eCPDP (early cross-project defect prediction) via data-transformation and parameter optimization.
Sunjae KwonDuksan RyuJongmoon BaikPublished in: Softw. Qual. J. (2023)
Keyphrases
- parameter optimization
- data transformation
- defect prediction
- genetic algorithm
- data quality
- privacy preserving
- case study
- data mining
- parameter settings
- software development
- databases
- functional dependencies
- data integration
- pid controller
- project management
- differential evolution
- maximum likelihood
- dimensionality reduction
- active learning
- evolutionary algorithm
- decision making
- neural network