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Applications of statistical causal inference in software engineering
Context: The aim of statistical causal inference (SCI) methods is to estimate causal effects
from observational data (ie, when randomized controlled trials are not possible). In this …
from observational data (ie, when randomized controlled trials are not possible). In this …
Practitioners' expectations on automated fault localization
PS Kochhar, X ** study of bug reproduction and localization
Context: Identifying the root cause of a software bug and fixing it is challenging. One reason
for this is that many bugs are not reproducible during bug fixing. Objective: We aim to …
for this is that many bugs are not reproducible during bug fixing. Objective: We aim to …
Ask the mutants: Mutating faulty programs for fault localization
We present MUSE (MUtation-baSEd fault localization technique), a new fault localization
technique based on mutation analysis. A key idea of MUSE is to identify a faulty statement …
technique based on mutation analysis. A key idea of MUSE is to identify a faulty statement …
Transforming programs and tests in tandem for fault localization
Localizing failure-inducing code is essential for software debugging. Manual fault
localization can be quite tedious, error-prone, and time-consuming. Therefore, a huge body …
localization can be quite tedious, error-prone, and time-consuming. Therefore, a huge body …
Test case purification for improving fault localization
Finding and fixing bugs are time-consuming activities in software development. Spectrum-
based fault localization aims to identify the faulty position in source code based on the …
based fault localization aims to identify the faulty position in source code based on the …
Threats to the validity and value of empirical assessments of the accuracy of coverage-based fault locators
Resuming past work on coverage-based fault localization, we find that empirical
assessments of its accuracy are subject to so many imponderables that they are of limited …
assessments of its accuracy are subject to so many imponderables that they are of limited …
“Automated debugging considered harmful” considered harmful: A user study revisiting the usefulness of spectra-based fault localization techniques with …
Due to the complexity of software systems, bugs are inevitable. Software debugging is
tedious and time consuming. To help developers perform this crucial task, a number of …
tedious and time consuming. To help developers perform this crucial task, a number of …
MSeer: an advanced technique for locating multiple bugs in parallel
In practice, a program may contain multiple bugs. The simultaneous presence of these bugs
may deteriorate the effectiveness of existing fault-localization techniques to locate program …
may deteriorate the effectiveness of existing fault-localization techniques to locate program …