Software defect prediction based on enhanced metaheuristic feature selection optimization and a hybrid deep neural network.
Kun ZhuShi YingNana ZhangDandan ZhuPublished in: J. Syst. Softw. (2021)
Keyphrases
- metaheuristic
- software defect prediction
- optimization problems
- neural network
- feature selection
- optimization method
- combinatorial optimization
- harmony search
- tabu search
- genetic algorithm
- feature ranking
- simulated annealing
- ensemble learning
- greedy randomized adaptive search procedure
- ant colony optimization
- evolutionary algorithm
- scatter search
- search space
- imbalanced data
- vehicle routing problem
- path relinking
- sample selection bias
- class imbalance
- artificial neural networks
- suboptimal solutions
- text categorization
- learning algorithm
- bp neural network
- cost function
- objective function
- particle swarm optimization
- text classification
- feature extraction
- multi class
- multi layer perceptron
- random forest
- neural network model
- lower bound
- optimization algorithm