How to Certify Machine Learning Based Safety-critical Systems? A Systematic Literature Review.
Florian TambonGabriel LabergeLe AnAmin NikanjamPaulina Stevia Nouwou MindomYann PequignotFoutse KhomhGiulio AntoniolEttore MerloFrançois LaviolettePublished in: CoRR (2021)
Keyphrases
- safety critical
- literature review
- machine learning
- safety analysis
- embedded systems
- fault tolerant
- formal methods
- nuclear power plant
- agent architecture
- learning systems
- support systems
- adaptive systems
- artificial intelligence
- intelligent systems
- real time
- current issues
- expert systems
- case study
- regulatory requirements
- learning algorithm
- learning environment
- knowledge based systems
- distributed systems
- computational intelligence