Semi-supervised Learning for Source Code Function Classification Using Hierarchical Density-Based Clustering.
Zhi SunYe HanDa HeBingWen WangLing ZhangDeming MaoPublished in: ICSRS (2023)
Keyphrases
- semi supervised learning
- source code
- supervised learning
- unsupervised learning
- density based clustering
- semi supervised
- open source
- unlabeled data
- labeled data
- machine learning
- labeled and unlabeled data
- software systems
- active learning
- training data
- software projects
- class labels
- support vector machine
- text classification
- classification accuracy
- learning tasks
- database
- text categorization
- outlier detection
- similarity search
- arbitrary shape
- databases
- feature selection
- pairwise
- data mining
- image classification
- learning algorithm
- artificial intelligence
- feature space
- metric learning
- similarity measure
- feature extraction
- case study