16 citations · 37 across the 24 of their papers we have counts for
7 papers · 1 filter
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…
Automotive Multilingual Fault Diagnosis
John Pavlopoulos, Alv Romell, Jacob Curman +3
Automated fault diagnosis can facilitate diagnostics assistance, speedier troubleshooting, and better-organised logistics. Currently, AI-based prognostics and health management in…
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…
Performance Analysis of Out-of-Distribution Detection on Trained Neural Networks
Jens Henriksson, Christian Berger, Markus Borg +3
Several areas have been improved with Deep Learning during the past years. Implementing Deep Neural Networks (DNN) for non-safety related applications have shown remarkable achieve…
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…
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…