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20162022
most citedPerformance Analysis of Out-of-Distribution Detection on Trained Neural Networks

16 citations · 37 across the 24 of their papers we have counts for

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27 papers · 1 filter

cs.SE2022

Mutation Testing Optimisations using the Clang Front-end

Sten Vercammen, Serge Demeyer, Markus Borg +2

Mutation testing is the state-of-the-art technique for assessing the fault detection capacity of a test suite. Unfortunately, a full mutation analysis is often prohibitively expens…

cs.SE20222 cited

Adopting Automated Bug Assignment in Practice: A Longitudinal Case Study at Ericsson

Markus Borg, Leif Jonsson, Emelie Engström +2

The continuous inflow of bug reports is a considerable challenge in large development projects. Inspired by contemporary work on mining software repositories, we designed a prototy…

cs.SE20224 cited

Exploring ML testing in practice -- Lessons learned from an interactive rapid review with Axis Communications

Qunying Song, Markus Borg, Emelie Engström +2

There is a growing interest in industry and academia in machine learning (ML) testing. We believe that industry and academia need to learn together to produce rigorous and relevant…

cs.SE2022

Quality Assurance of Generative Dialog Models in an Evolving Conversational Agent Used for Swedish Language Practice

Markus Borg, Johan Bengtsson, Harald Österling +3

Due to the migration megatrend, efficient and effective second-language acquisition is vital. One proposed solution involves AI-enabled conversational agents for person-centered in…

cs.SE20224 cited

Code Red: The Business Impact of Code Quality -- A Quantitative Study of 39 Proprietary Production Codebases

Adam Tornhill, Markus Borg

Code quality remains an abstract concept that fails to get traction at the business level. Consequently, software companies keep trading code quality for time-to-market and new fea…

cs.SE2021

Adopting Automated Bug Assignment in Practice -- A Registered Report of an Industrial Case Study

Markus Borg, Leif Jonsson, Emelie Engström +2

[Background/Context] The continuous inflow of bug reports is a considerable challenge in large development projects. Inspired by contemporary work on mining software repositories,…