Hans-Martin Heyn

Senior Lecturer at Interaction Design and Software Engineering

Contact Details ORCID

Publications (14)
Projects (2)

Showing 14 publications

2025

Requirements Representations in Machine Learning-Based Automotive Perception Systems Development for Multi-party Collaboration

Hina Saeeda, Zuzana Rohacova, Oskar Jakobsson et al

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 15588 LNCS, p. 197-213

Paper in proceeding

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2024

An empirical investigation of challenges of specifying training data and runtime monitors for critical software with machine learning and their relation to architectural decisions

Hans-Martin Heyn, Eric Knauss, Iswarya Malleswaran et al

Requirements Engineering. Vol. 29 (1), p. 97-117

Journal article

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2024

Identifying and managing data quality requirements: a design science study in the field of automated driving

Shameer Kumar Pradhan, Hans-Martin Heyn, Eric Knauss

Software Quality Journal. Vol. 32 (2), p. 313-360

Journal article

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2024

Automated Configuration Synthesis for Machine Learning Models: A Git-Based Requirement and Architecture Management System

Abdullatif Alshriaf, Hans-Martin Heyn, Eric Knauss

Proceedings of the IEEE International Conference on Requirements Engineering, p. 488-491

Paper in proceeding

2024

Methods for Requirements Engineering, Verification, Security, Safety, and Robustness in AIoT Systems

Marcelo Pasin, Jämes Ménétrey, Pascal Felber et al

Shaping the Future of IoT with Edge Intelligence, p. 197-228

Book chapter

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2024

Requirements and software engineering for automotive perception systems: an interview study

Khan Mohammad Habibullah, Hans-Martin Heyn, Gregory Gay et al

Requirements Engineering. Vol. 29 (1), p. 25-48

Journal article

2023

An Investigation of Challenges Encountered When Specifying Training Data and Runtime Monitors for Safety Critical ML Applications

Hans-Martin Heyn, Eric Knauss, Iswarya Malleswaran et al

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 13975 LNCS, p. 206-222

Paper in proceeding

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2023

A compositional approach to creating architecture frameworks with an application to distributed AI systems

Hans-Martin Heyn, Eric Knauss, Patrizio Pelliccione

Journal of Systems and Software. Vol. 198

Journal article

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2023

Automotive Perception Software Development: An Empirical Investigation into Data, Annotation, and Ecosystem Challenges

Hans-Martin Heyn, Khan Mohammad Habibullah, Eric Knauss et al

Proceedings - 2023 IEEE/ACM 2nd International Conference on AI Engineering - Software Engineering for AI, CAIN 2023, p. 13-24

Paper in proceeding

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2023

Requirements Engineering for Automotive Perception Systems: An Interview Study

Khan Mohammad Habibullah, Hans-Martin Heyn, Gregory Gay et al

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 13975 LNCS, p. 189-205

Paper in proceeding

2022

The Secret to Better AI and Better Software (Is Requirements Engineering)

Nelly Bencomo, Jin L.C. Guo, Rachel Harrison et al

IEEE Software. Vol. 39 (1), p. 105-110

Journal article

2022

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 et al

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 13216 LNCS, p. 199-215

Paper in proceeding

2022

VEDLIoT: Very Efficient Deep Learning in IoT

Martin Kaiser, R. Griessl, Nils Kucza et al

Proceedings of the 2022 Design, Automation and Test in Europe Conference and Exhibition, DATE 2022, p. 963-968

Paper in proceeding

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2021

Requirement engineering challenges for ai-intense systems development.

Hans-Martin Heyn, Eric Knauss, Amna Pir Muhammad et al

Proceedings - 2021 IEEE/ACM 1st Workshop on AI Engineering - Software Engineering for AI, WAIN 2021

Paper in proceeding

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Showing 2 research projects

2023–2026

FAMER - Facilitating Multi-Party Engineering of Requirements

Jennifer Horkoff Testing, Requirements, Innovation and Psychology

Eric Knauss Testing, Requirements, Innovation and Psychology

Hans-Martin Heyn Testing, Requirements, Innovation and Psychology

FFI - Strategic Vehicle Research and Innovation

1 publication exists

2020–2023

Very Efficient Deep Learning in IOT (VEDLIoT)

Pedro Petersen Moura Trancoso Computer Systems

Hans-Martin Heyn Testing, Requirements, Innovation and Psychology

Miquel Pericas Computer Systems

Eric Knauss Testing, Requirements, Innovation and Psychology

European Commission (EC)

19 publications exist

There might be more projects where Hans-Martin Heyn participates, but you have to be logged in as a Chalmers employee to see them.