Detecting Defects with an Interactive Code Review Tool Based on Visualisation and Machine Learning.
Stefan AxelssonDejan BacaRobert FeldtDarius SidlauskasDenis KacanPublished in: SEKE (2009)
Keyphrases
- machine learning
- interactive exploration
- graphical interface
- unit testing
- machine learning algorithms
- source code
- user friendly
- artificial intelligence
- program understanding
- feature selection
- pattern recognition
- information visualization
- machine learning approaches
- learning problems
- explanation based learning
- design tools
- software tools
- machine learning methods
- virtual reality
- model selection
- neural network
- user interaction
- knowledge acquisition
- information extraction
- active learning
- data analysis
- learning environment
- decision trees
- learning algorithm
- virtual environment
- defect detection
- visual data mining
- programming tool
- code snippets
- computer graphics
- software systems
- semi supervised learning
- text classification
- computer science
- computer vision
- data mining