Using machine learning techniques to detect metamorphic relations for programs without test oracles

@article{Kanewala2013UsingML,
  title={Using machine learning techniques to detect metamorphic relations for programs without test oracles},
  author={Upulee Kanewala and James M. Bieman},
  journal={2013 IEEE 24th International Symposium on Software Reliability Engineering (ISSRE)},
  year={2013},
  pages={1-10}
}
Much software lacks test oracles, which limits automated testing. Metamorphic testing is one proposed method for automating the testing process for programs without test oracles. Unfortunately, finding the appropriate metamorphic relations required for use in metamorphic testing remains a labor intensive task, which is generally performed by a domain expert or a programmer. In this work we present a novel approach for automatically predicting metamorphic relations using machine learning… CONTINUE READING
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