Matches in SemOpenAlex for { <https://semopenalex.org/work/W3217723700> ?p ?o ?g. }
- W3217723700 abstract "Machine learning (ML) is finding its way into safety-critical systems (SCS). Current safety standards and practice were not designed to cope with ML techniques, and it is difficult to be confident that SCSs that contain ML components are safe. Our hypothesis was that there has been a rush to deploy ML techniques at the expense of a thorough examination as to whether the use of ML techniques introduces safety problems that we are not yet adequately able to detect and mitigate against. We thus conducted a targeted literature survey to determine the research effort that has been expended in applying ML to SCS compared with that spent on evaluating the safety of SCSs that deploy ML components. This paper presents the (surprising) results of the survey." @default.
- W3217723700 created "2021-12-06" @default.
- W3217723700 creator A5001375993 @default.
- W3217723700 creator A5012108478 @default.
- W3217723700 creator A5054115813 @default.
- W3217723700 creator A5070230511 @default.
- W3217723700 creator A5087660741 @default.
- W3217723700 date "2021-11-29" @default.
- W3217723700 modified "2023-09-25" @default.
- W3217723700 title "Is the Rush to Machine Learning Jeopardizing Safety? Results of a Survey." @default.
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