Practices for Engineering Trustworthy Machine Learning Applications.
Alex SerbanKoen van der BlomHolger H. HoosJoost VisserPublished in: WAIN@ICSE (2021)
Keyphrases
- machine learning
- computer science
- artificial intelligence
- pattern recognition
- case study
- machine learning methods
- machine learning approaches
- data analysis
- engineering design
- machine learning algorithms
- knowledge acquisition
- text mining
- learning algorithm
- systems engineering
- semi supervised learning
- model selection
- information systems
- explanation based learning
- support vector machine
- knowledge discovery
- active learning
- computer aided design
- software process
- software engineering
- machine learning and data mining
- engineering students
- current practices
- computational biology
- mechanical engineering
- inductive learning
- learning problems
- data sets
- information extraction
- information technology
- decision trees
- feature selection
- computer vision
- information retrieval
- data mining
- neural network