Source code-based defect prediction using deep learning and transfer learning.
Ahmad A. SaifanNawzat Al SmadiPublished in: Intell. Data Anal. (2019)
Keyphrases
- transfer learning
- deep learning
- source code
- software repositories
- machine learning
- open source
- unsupervised learning
- semi supervised learning
- text classification
- cross domain
- software systems
- labeled data
- software projects
- reinforcement learning
- software evolution
- active learning
- software maintenance
- collaborative filtering
- high level
- text categorization
- learning algorithm
- text mining
- artificial intelligence
- data analysis
- data sets
- domain specific
- unlabeled data
- machine learning algorithms
- information retrieval