Hans-Martin Heyn
Göteborgs universitet
H-index: 10
Europe-Sweden
Top articles of Hans-Martin Heyn
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Automated Configuration Synthesis for Machine Learning Models: A git-Based Requirement and Architecture Management System | arXiv preprint arXiv:2404.17244 | Abdullatif AlShriaf Hans-Martin Heyn Eric Knauss | 2024/4/26 |
An empirical investigation of challenges of specifying training data and runtime monitors for critical software with machine learning and their relation to architectural decisions | Requirements Engineering | Hans-Martin Heyn Eric Knauss Iswarya Malleswaran Shruthi Dinakaran | 2024/3/21 |
Requirements and software engineering for automotive perception systems: an interview study | Requirements Engineering | Khan Mohammad Habibullah Hans-Martin Heyn Gregory Gay Jennifer Horkoff Eric Knauss | 2024/1/24 |
VEDLIoT | Proceedings of the 20th ACM International Conference on Computing Frontiers | Kevin Mika René Griessl Nils Kucza Florian Porrmann Martin Kaiser | 2023 |
Identifying and managing data quality requirements: a design science study in the field of automated driving | Software Quality Journal | Shameer Kumar Pradhan Hans-Martin Heyn Eric Knauss | 2023/5/11 |
VEDLIoT: Next generation accelerated AIoT systems and applications | Kevin Mika René Griessl Nils Kucza Florian Porrmann Martin Kaiser | 2023/5/9 | |
Requirements engineering for automotive perception systems: An interview study | Khan Mohammad Habibullah Hans-Martin Heyn Gregory Gay Jennifer Horkoff Eric Knauss | 2023/4/4 | |
An investigation of challenges encountered when specifying training data and runtime monitors for safety critical ML applications | Hans-Martin Heyn Eric Knauss Iswarya Malleswaran Shruthi Dinakaran | 2023/4/4 | |
A compositional approach to creating architecture frameworks with an application to distributed AI systems | Journal of Systems and Software | Hans-Martin Heyn Eric Knauss Patrizio Pelliccione | 2023/4/1 |
Automotive perception software development: An empirical investigation into data, annotation, and ecosystem challenges | Hans-Martin Heyn Khan Mohammad Habibullah Eric Knauss Jennifer Horkoff Markus Borg | 2023/5/15 | |
Setting AI in context: A case study on defining the context and operational design domain for automated driving | Hans-Martin Heyn Padmini Subbiah Jennifer Linder Eric Knauss Olof Eriksson | 2022/3/9 | |
AIRE 2022: 9th International Workshop on Artificial Intelligence and Requirements Engineering | Alessio Ferrari Hans-Martin Heyn Mehrdad Sabetzadeh | 2022/8/15 | |
Structural causal models as boundary objects in AI system development | Hans-Martin Heyn Eric Knauss | 2022/5/16 | |
Fast onboard detection of ice drift changes under stationkeeping in ice | Cold Regions Science and Technology | Hans-Martin Heyn Roger Skjetne | 2022/4/1 |
VEDLIoT: very efficient deep learning in IoT | Martin Kaiser Rene Griessl Nils Kucza Carola Haumann Lennart Tigges | 2022/3/14 | |
The secret to better ai and better software (is requirements engineering) | IEEE Software | Nelly Bencomo Jin LC Guo Rachel Harrison Hans-Martin Heyn Tim Menzies | 2021/12/23 |
Requirement engineering challenges for ai-intense systems development | Hans-Martin Heyn Eric Knauss Amna Pir Muhammad Olof Eriksson Jennifer Linder | 2021/5/30 | |
On perception safety requirements and multi sensor systems for automated driving systems | SAE International Journal of Advances and Current Practices in Mobility | Anders Cassel Carl Bergenhem Ole Martin Christensen Hans-Martin Heyn Susanna Leadersson-Olsson | 2020/4/14 |
Towards an operational design domain that supports the safety argumentation of an automated driving system | Magnus Gyllenhammar Rolf Johansson Fredrik Warg DeJiu Chen Hans-Martin Heyn | 2020 |
Co-Authors
