Top Tweets for #MutationAnalysis
Interestingly, most somatic mutations are layer-specific (>90%), with Layer 1 showing a higher mutation load than Layer 2. This indicates different mutational loads depending on the tissue origin, highlighting distinct mutational dynamics. #LayerSpecificity #MutationAnalysis
How to reliably estimate software test effectiveness with mutation analysis (fault injection) accurately estimating eqv-mutants? Our ESEM24 pub https://t.co/JQP0ZCuaDU show that while Chao's estimators do not work well, Bootstrap performs better #mutationanalysis #mutationtesting
@FabrizioPastore talking aboit "Mutation Analysis and Testing for Cyber-physical systems" at @shonanmtg
#cps #mutationanalysis #testing
@COSMOS_DEVOPS
It seems #mutationtesting has finally gone mainstream. Here is a nice paper that looks at the use of mutation testing in Github repositories https://t.co/taKUQrGViO #mutationanalysis
@thuanpv_ @moarbugs Thanks @thuanpv_, #mutationtesting/#mutationanalysis can be thought of as fuzzing the fuzzers themselves, and can be an answer to some major questions in fuzzing https://t.co/WeGZ6m9KTD
I hope that the overall discussion about this paper in the community also considers mutation analysis as an alternative for fuzzer evaluation https://t.co/WeGZ6m9KTD #mutationanalysis #mutationtesting It is much stronger than coverage, and provides answers to many challenges.
Good news! Our ICSE'22 paper "On the Reliability of Coverage-Based Fuzzer Benchmarking" is freely available as Gold Open Access. Check out our discussions and recommendations in Sections 6 & 7
📝 https://t.co/Wu5zKVBuUO
👩💻 https://t.co/qkzU839lME
by/with @lszekeres & @metzmanj
MutScape: an analytical toolkit for probing the mutational landscape in cancer genomics. #CancerGenomics #MutationAnalysis #SequenceVisualization #Bioinformatics #Pipeline #PythonToolkit https://t.co/ge9kAt5aXK #NARgenomicsAndBioinformatics
What exactly is a mutant in the mutation testing sense for machine learning? Mutating the model? The data? #mutationtesting #mutationanalysis
Mutation testing is really popular this #icse2021 ! Lots of good papers. #mutationanalysis #mutationtesting There is a complete session on mutation testing. (Blended room 4)
Thank you @mutation_ws for the best paper award for our paper "Inducing Subtle Mutations with Program Repair" -- joint work with Florian Schwander, and @AndreasZeller #mutation2021 #mutationanalysis #mutationtesting
@yc_yc_yc_yc Answer: use coverage mutation! use coverage first, then switch to mutation once coverage is saturated. #ase2020 #mutationanalysis
Talking to other developers: they think that mutation testing is "just a fad" even after half a century. We still have a long way to go :( #mutationtesting #mutationanalysis #programmutation
A rather surprising finding: "One first finding is that the fault detection cannot be predicted well by mutation scores, size or their combination." i.e test suite size + mutation score predicts fault detection better than mutation score alone! #mutationtesting #mutationanalysis
Keenly awaited paper at #ICSE2018 #mutationtesting #mutationanalysis "Are Mutation Scores Correlated with Real Fault Detection? A Large Scale Empirical study on the Relationship Between Mutants and Real Faults" Papadakis et al. at Congress Hall next.
Are you working on #mutationtesting? Would like a summary of the advances of the last 10 years? Check out our latest survey on the area with MikePapadakis, JieZhang, @YueJ, @YvesLeTraon and @Mark_Harman: https://t.co/S9TwB03T8N
#mutation #mutationanalysis
#icst18 Last mutation analysis talk: #mutationanalysis #mutationtesting "Virtualized-Fault Injection Testing: A Machine Learning Approach" by Hojat Khosrowjerdi
Last session on mutation analysis #icst18 #mutationtesting #mutationanalysis "An Investigation of Compression Techniques to Speed up Mutation Testing" by Qianqian
Now: "An Industrial Application of Mutation Testing: Lessons, Challenges, and Research Directions" by Rene Just #icst18 #mutationtesting #mutationanalysis #mutation2018
#icst18 #mutation2018 #mutationanalysis #mutationtesting Mike Papadakis: Hard to kill mutants are not hard to propagate, and hard to propagate mutants are not hard to kill!
@1101_debian #icst18 #mutationtesting #mutationanalysis Use mutation distance to restrict the number of mutants examined to only those functions that are interesting (near the function of interest)
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