Developers' perception matters: machine learning to detect developer-sensitive smells.
Daniel OliveiraWesley K. G. AssunçãoAlessandro GarciaBaldoino FonsecaMárcio RibeiroPublished in: Empir. Softw. Eng. (2022)
Keyphrases
- machine learning
- source code
- open source
- software development
- machine learning methods
- software developers
- pattern recognition
- data mining
- open source projects
- detection method
- data analysis
- human perception
- machine learning algorithms
- text classification
- automatic detection
- learning algorithm
- artificial intelligence
- tool support
- mailing lists
- neural network
- computer vision
- detection algorithm
- support vector machine
- machine intelligence
- knowledge acquisition
- end users
- feature selection
- web applications
- machine learning approaches
- computational intelligence
- learning tasks
- knowledge discovery
- bug reports
- computer science
- inductive learning
- software components
- development process
- software systems
- learning systems
- active learning
- decision trees
- natural language
- information extraction