Comparison of Image-Based and Text-Based Source Code Classification Using Deep Learning.
Elife Ozturk KiyakAyse Betul CengizKökten Ulas BirantDerya BirantPublished in: SN Comput. Sci. (2020)
Keyphrases
- source code
- deep learning
- software systems
- unsupervised learning
- open source
- software maintenance
- software projects
- restricted boltzmann machine
- machine learning
- pattern recognition
- software evolution
- high level
- plagiarism detection
- text classification
- source files
- software repositories
- support vector
- feature selection
- feature vectors
- feature extraction
- program understanding
- visual features
- image classification
- mental models
- training set
- decision trees
- artificial intelligence