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Markus Borg
Markus Borg
Principal Researcher, CodeScene and Adjunct Associate Professor, Lund University
Verified email at codescene.com - Homepage
Title
Cited by
Cited by
Year
Requirements Engineering for Machine Learning: Perspectives From Data Scientists
A Vogelsang, M Borg
6th International Workshop on Artificial Intelligence for Requirements …, 2019
2192019
Recovering from a Decade: A Systematic Mapping of Information Retrieval Approaches to Software Traceability
M Borg, P Runeson, A Ardö
Empirical Software Engineering 19 (6), 1565-1616, 2014
2132014
Automated Bug Assignment: Ensemble-based Machine Learning in Large Scale Industrial Contexts
L Jonsson, M Borg, D Broman, K Sandahl, S Eldh, P Runeson
Empirical Software Engineering 21 (4), 1533-1578, 2016
1782016
Challenges and Practices in Aligning Requirements with Verification and Validation: A Case Study of Six Companies
E Bjarnason, P Runeson, M Borg, M Unterkalmsteiner, E Engström, ...
Empirical Software Engineering 19 (6), 1809-1855, 2014
1652014
Safely Entering the Deep: A Review of Verification and Validation for Machine Learning and a Challenge Elicitation in the Automotive Industry
M Borg, C Englund, K Wnuk, B Duran, C Levandowski, S Gao, Y Tan, ...
Journal of Automotive Software Engineering 1 (1), 1-19, 2019
1552019
SZZ Unleashed: An Open Implementation of the SZZ Algorithm - Featuring Example Usage in a Study of Just-in-Time Bug Prediction for the Jenkins Project
M Borg, O Svensson, K Berg, D Hansson
3rd ACM SIGSOFT International Workshop on Machine Learning Techniques for …, 2019
1042019
A Multi-Case Study of Agile Requirements Engineering and the Use of Test Cases as Requirements
E Bjarnason, M Unterkalmsteiner, M Borg, E Engström
Information and Software Technology 77, Pages 61–79, 2016
1022016
An Industrial Survey of Safety Evidence Change Impact Analysis Practice
J de la Vara, M Borg, K Wnuk, L Moonen
IEEE Transactions on Software Engineering 42 (12), 1095-1117, 2016
852016
Supporting Change Impact Analysis Using a Recommendation System: An Industrial Case Study in a Safety-critical Context
M Borg, K Wnuk, B Regnell, P Runeson
IEEE Transactions on Software Engineering 43 (7), 675-700, 2017
642017
Automotive Safety and Machine Learning: Initial Results From a Study on How to Adapt the ISO 26262 Safety Standard
J Henriksson, M Borg, C Englund
Proceedings of the 1st International Workshop on Software Engineering for AI …, 2018
552018
Practical Relevance of Software Engineering Research: Synthesizing the Community’s Voice
V Garousi, M Borg, M Oivo
Empirical Software Engineering, 1-68, 2020
412020
Towards Structured Evaluation of Deep Neural Network Supervisors
J Henriksson, C Berger, M Borg, C Englund, L Tornberg, ...
IEEE International Conference On Artificial Intelligence Testing (AITest), 2019
392019
Video Game Development in a Rush: A Survey of the Global Game Jam Participants
M Borg, V Garousi, A Mahmoud, T Olsson, O Stålberg
IEEE Transactions on Games 12 (3), 246-259, 2019
372019
Enabling Traceability Reuse for Impact Analyses: A Feasibility Study in a Safety Context
M Borg, OCZ Gotel, K Wnuk
7th International Workshop on Traceability in Emerging Forms of Software …, 2013
372013
Digitalization of Swedish Government Agencies: A Perspective Through the Lens of a Software Development Census
M Borg, T Olsson, U Franke, S Assar
IEEE/ACM 40th International Conference on Software Engineering: Software …, 2018
352018
Machine Learning to Guide Performance Testing: An Autonomous Test Framework
MH Moghadam, M Saadatmand, M Borg, M Bohlin, B Lisper
2019 IEEE International Conference on Software Testing, Verification and …, 2019
332019
Digital Twins Are Not Monozygotic: Cross-Replicating ADAS Testing in Two Industry-Grade Automotive Simulators
M Borg, RB Abdessalem, S Nejati, FX Jegeden, D Shin
IEEE International Conference on Software Testing, Verification and Validation, 2021
302021
Conflict Management in Student Groups: A Teacher's Perspective in Higher Education
M Borg, J Kembro, J Notander, C Petersson, L Ohlsson
Högre utbildning 1 (2), 111-124, 2011
302011
Changes, Evolution, and Bugs: Recommendation Systems for Issue Management
M Borg, P Runeson
Recommendation Systems in Software Engineering, 477-509, 2014
282014
An Industrial Case Study on Test Cases as Requirements
E Bjarnason, M Unterkalmsteiner, E Engström, M Borg
16th International Conference on Agile Software Development (XP), 2015
272015
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