Bias in machine learning software: why? how? what to do?
Joymallya ChakrabortySuvodeep MajumderTim MenziesPublished in: ESEC/SIGSOFT FSE (2021)
Keyphrases
- machine learning
- software systems
- learning systems
- decision trees
- natural language processing
- computer systems
- software development
- pattern recognition
- commercial software
- test cases
- information extraction
- artificial intelligence
- computer vision
- learning algorithm
- data mining
- software maintenance
- support vector machine
- knowledge acquisition
- text classification
- supervised learning
- information systems
- source code
- open source
- information retrieval
- machine learning methods
- inductive learning
- software projects
- software tools
- knowledge representation
- software evolution
- software packages