A novel multi-objective immune optimization algorithm for under sampling software defect prediction problem.
Tao YeWenting LiJiangjiang ZhangZhihua CuiPublished in: Concurr. Comput. Pract. Exp. (2023)
Keyphrases
- optimization algorithm
- multi objective
- software defect prediction
- ensemble learning
- evolutionary algorithm
- multi objective optimization
- feature ranking
- class imbalance
- imbalanced data
- objective function
- optimization method
- sample selection bias
- genetic algorithm
- particle swarm optimization
- multiple objectives
- differential evolution
- multiobjective optimization
- evolutionary multi objective
- particle swarm optimization pso
- artificial immune system
- nsga ii
- particle swarm
- generalization ability
- ensemble methods
- feature selection
- neural network
- multi objective evolutionary algorithms