Multi-task deep neural networks for just-in-time software defect prediction on mobile apps.
Qiguo HuangZhengliang LiQing GuPublished in: Concurr. Comput. Pract. Exp. (2024)
Keyphrases
- multi task
- software defect prediction
- neural network
- mobile apps
- multi task learning
- ensemble learning
- learning tasks
- feature selection
- multitask learning
- feature ranking
- mobile applications
- gaussian processes
- multi class
- transfer learning
- class imbalance
- learning problems
- sample selection bias
- artificial neural networks
- business models
- generalization ability
- ensemble methods
- k nearest neighbor
- mobile devices
- pairwise
- machine learning