Class-adaptive oracle-free metamorphic test case prioritization framework for vision-based deep neural networks

Junhan Li, Radziah Mohamad, Johanna Ahmad

Open source

DOI: 10.1038/s41598-026-49010-3
Published: 2026-04-16
Container: Scientific Reports
Publisher: Springer Science and Business Media LLC
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Cite this work

BibTeX

@article{allodium:10.1038/s41598-026-49010-3,
  title = {Class-adaptive oracle-free metamorphic test case prioritization framework for vision-based deep neural networks},
  author = {Junhan Li and Radziah Mohamad and Johanna Ahmad},
  year = {2026},
  journal = {Scientific Reports},
  doi = {10.1038/s41598-026-49010-3},
  url = {https://doi.org/10.1038/s41598-026-49010-3}
}

RIS

TY  - JOUR
TI  - Class-adaptive oracle-free metamorphic test case prioritization framework for vision-based deep neural networks
AU  - Junhan Li
AU  - Radziah Mohamad
AU  - Johanna Ahmad
PY  - 2026
JO  - Scientific Reports
DO  - 10.1038/s41598-026-49010-3
UR  - https://doi.org/10.1038/s41598-026-49010-3
ER  -

APA

Li, J., Mohamad, R., & Ahmad, J. (2026). Class-adaptive oracle-free metamorphic test case prioritization framework for vision-based deep neural networks. Scientific Reports. https://doi.org/10.1038/s41598-026-49010-3

Source records

crossref · retrieved 2026-09-25T21:19:54.430Z