ICST 2021
Mon 12 - Fri 16 April 2021
Markus Borg

Registered user since Wed 24 Jan 2018

Name:Markus Borg
Bio:

Dr. Markus Borg is a senior researcher with the Mobility and Systems department at RISE Research Institutes of Sweden and an adjunct senior lecturer at Lund University. He is also a board member of the non-profit trade organization Swedsoft.

The goal of his research is to support the successful engineering of software-intensive systems. His main contributions deal with tapping into the collected wisdom of historical project data to facilitate machine learning for actionable decision support in defect management, for example, bug assignment and change impact analysis. The most useful approaches are currently implemented in tools used within Ericsson.

His current research interests are related to software engineering for machine learning, especially for ADAS development mandated by automotive safety standards. Ongoing studies involve requirements engineering, MLOps pipelines, and software testing in the simulator ESI Pro-SiVIC.

Country:Sweden
Affiliation:RISE Research Institutes of Sweden
Personal website:http://mrksbrg.com
Research interests:empirical software engineering, machine learning, safety engineering, software testing, requirements engineering

Contributions

NEXTA 2021 Committee Member in Program Committee within the NEXTA2021-track
Flaky Mutants; Another Concern for MutationTesting
DevOps4CPS-Testing 2021 Test Automation with Grad-CAM Heatmaps - A Future Standard Block in MLOps for Vision AI?
ICST 2021 Digital Twins Are Not Monozygotic - Comparing ADAS Testing in Two Industry-Grade Automotive Simulators.
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