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The impact of a dot: Case studies of a noise metamorphic relation pattern

  • Chaohua Wu
  • , Liqun Sun
  • , Zhi Quan Zhou*
  • *Corresponding author for this work

Research output: Chapter in Book/Conference proceedingConference contributionpeer-review

Abstract

We propose a 'noise' metamorphic relation pattern (MRP), which is a sub-pattern under the more general MRP 'symmetry.' We conduct case studies with real-life systems in three different application domains (obstacle perception in autonomous systems, machine translation, and named entity recognition) to show the usefulness of the 'noise' MRP for software verification and validation.

Original languageEnglish
Title of host publicationProceedings - 2019 IEEE/ACM 4th International Workshop on Metamorphic Testing, MET 2019
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages17-23
Number of pages7
ISBN (Electronic)9781728122359
DOIs
Publication statusPublished - May 2019
Externally publishedYes
Event4th IEEE/ACM International Workshop on Metamorphic Testing, MET 2019 - Montreal, Canada
Duration: 26 May 2019 → …

Publication series

NameProceedings - 2019 IEEE/ACM 4th International Workshop on Metamorphic Testing, MET 2019

Conference

Conference4th IEEE/ACM International Workshop on Metamorphic Testing, MET 2019
Country/TerritoryCanada
CityMontreal
Period26/05/19 → …

Free Keywords

  • Artificial intelligence
  • Machine recognition
  • Machine translation
  • Metamorphic relation pattern
  • Metamorphic testing
  • Noise
  • Oracle problem

ASJC Scopus subject areas

  • Artificial Intelligence
  • Information Systems
  • Safety, Risk, Reliability and Quality
  • Library and Information Sciences

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