Practices for Engineering Trustworthy Machine Learning Applications.
Alex SerbanKoen van der BlomHolger H. HoosJoost VisserPublished in: CoRR (2021)
Keyphrases
- machine learning
- computer science
- artificial intelligence
- machine learning algorithms
- case study
- computer vision
- learning problems
- learning tasks
- text mining
- natural language processing
- machine learning and data mining
- engineering design
- machine learning methods
- knowledge acquisition
- decision trees
- information extraction
- supervised learning
- active learning
- feature selection
- pattern recognition
- kernel methods
- software process
- genetic algorithm
- engineering problems
- learning algorithm
- natural language
- data analysis
- data mining
- software engineering
- current practices
- design processes
- knowledge representation
- mechanical engineering
- requirements engineering
- computer aided design
- explanation based learning
- machine learning approaches
- support vector machine