Open Problems in Engineering and Quality Assurance of Safety Critical Machine Learning Systems.
Hiroshi KuwajimaHirotoshi YasuokaToshihiro NakaePublished in: CoRR (2018)
Keyphrases
- open problems
- quality assurance
- safety critical
- machine learning systems
- machine learning
- quality control
- fault tolerant
- formal methods
- embedded systems
- machine learning algorithms
- agent architecture
- software development
- quality assessment
- monitoring system
- learning systems
- learning classifier systems
- support systems
- software quality
- software engineering
- adaptive systems
- software testing
- open source
- data mining
- real time
- reinforcement learning
- supervised learning algorithms
- information systems