Classification of open source software bug report based on transfer learning.
Zhifang LiaoKun WangZeng QiShengzong LiuYan ZhangJianbiao HePublished in: Expert Syst. J. Knowl. Eng. (2024)
Keyphrases
- open source software
- transfer learning
- source code
- open source
- text classification
- machine learning
- machine learning algorithms
- knowledge transfer
- learning tasks
- cross domain learning
- open source projects
- bug reports
- software development
- open source software development
- cross domain
- semi supervised learning
- learning algorithm
- labeled data
- support vector
- text mining
- mailing lists
- feature selection
- text categorization
- support vector machine
- class labels
- decision trees
- reinforcement learning
- software projects
- artificial intelligence
- domain adaptation
- software systems
- unsupervised learning
- supervised learning
- multi task
- dimensionality reduction
- training set
- decision making
- labeled and unlabeled data
- training samples
- neural network
- transfer knowledge
- real world