62 citations · 66 across the 3 of their papers we have counts for
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cs.SE2024★ 3 cited
Metamorphic Relation Generation: State of the Art and Visions for Future Research
Rui Li, Huai Liu, Pak-Lok Poon +5
Metamorphic testing has become one mainstream technique to address the notorious oracle problem in software testing, thanks to its great successes in revealing real-life bugs in a…
cs.SE2018★ 62 cited
METTLE: a METamorphic testing approach to assessing and validating unsupervised machine LEarning systems
Xiaoyuan Xie, Zhiyi Zhang, Tsong Yueh Chen +3
Unsupervised machine learning is the training of an artificial intelligence system using information that is neither classified nor labeled, with a view to modeling the underlying…