Tackling Uncertainty in Safety Assurance for Machine Learning: Continuous Argument Engineering with Attributed Tests.
Yutaka MatsunoFuyuki IshikawaSusumu TokumotoPublished in: SAFECOMP Workshops (2019)
Keyphrases
- machine learning
- computer science
- engineering design
- machine learning methods
- artificial intelligence
- handling uncertainty
- learning algorithm
- machine learning approaches
- information extraction
- data mining
- uncertain data
- learning tasks
- software engineering
- reinforcement learning
- text mining
- learning problems
- inherent uncertainty
- active learning
- inductive learning
- computational intelligence
- feature selection
- formal representation
- belief functions
- interdisciplinary field
- data sets
- engineering students
- possibility theory
- continuous domains
- piecewise linear
- information security
- learning systems
- text classification