Software Defect Prediction Using a Hybrid Model Based on Semantic Features Learned from the Source Code.
Diana-Lucia MiholcaGabriela CzibulaPublished in: KSEM (1) (2019)
Keyphrases
- source code
- semantic features
- software defect prediction
- open source
- semantic information
- low level features
- ensemble learning
- visual features
- semantic similarity
- wordnet
- high level
- text classification
- document clustering
- syntactic features
- neural network
- image classification
- co occurrence
- support vector machine
- keywords
- feature ranking
- prior knowledge
- feature space