28 citations · 107 across the 11 of their papers we have counts for
5 papers · 1 filter
JUGE: An Infrastructure for Benchmarking Java Unit Test Generators
Xavier Devroey, Alessio Gambi, Juan Pablo Galeotti +4
Researchers and practitioners have designed and implemented various automated test case generators to support effective software testing. Such generators exist for various language…
Hypothesis Formalization: Empirical Findings, Software Limitations, and Design Implications
Eunice Jun, Melissa Birchfield, Nicole de Moura +2
Data analysis requires translating higher level questions and hypotheses into computable statistical models. We present a mixed-methods study aimed at identifying the steps, consid…
Does mutation testing improve testing practices?
Goran Petrović, Marko Ivanković, Gordon Fraser +1
Various proxy metrics for test quality have been defined in order to guide developers when writing tests. Code coverage is particularly well established in practice, even though th…
Practical Mutation Testing at Scale
Goran Petrović, Marko Ivanković, Gordon Fraser +1
Mutation analysis assesses a test suite's adequacy by measuring its ability to detect small artificial faults, systematically seeded into the tested program. Mutation analysis is c…
Removing biased data to improve fairness and accuracy
Sahil Verma, Michael Ernst, Rene Just
Machine learning systems are often trained using data collected from historical decisions. If past decisions were biased, then automated systems that learn from historical data wil…