29 citations · 54 across the 10 of their papers we have counts for
Showing cs.SEShow all
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cs.SE2023★ 2 cited
Treat societally impactful scientific insights as open-source software artifacts
Cynthia C. S. Liem, Andrew M. Demetriou
So far, the relationship between open science and software engineering expertise has largely focused on the open release of software engineering research insights and reproducible…
cs.SE2021
What Are We Really Testing in Mutation Testing for Machine Learning? A Critical Reflection
Annibale Panichella, Cynthia C. S. Liem
Mutation testing is a well-established technique for assessing a test suite's quality by injecting artificial faults into production code. In recent years, mutation testing has bee…
cs.SE2020★ 4 cited
Run, Forest, Run? On Randomization and Reproducibility in Predictive Software Engineering
Cynthia C. S. Liem, Annibale Panichella
Machine learning (ML) has been widely used in the literature to automate software engineering tasks. However, ML outcomes may be sensitive to randomization in data sampling mechani…