Hans-Martin Heyn

Universitetslektor vid Software Engineering 1

Forskningsintressen:
System arkitektur för fördelade system;
sensor nätverk;
fel diagnostik och funktionssäkerhet;
systemkrav utveckling för AI;
Bayesiansk statistik och beslutsfattning;
Kausalitet.

Källa: chalmers.se

Kontaktuppgifter ORCID

Publikationer (11)
Projekt (2)

Visar 11 publikationer

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

Artikel i vetenskaplig tidskrift

Visa projekt

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 i 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

Kapitel i bok

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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

Artikel i vetenskaplig tidskrift

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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 i 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

Artikel i vetenskaplig tidskrift

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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 i proceeding

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 i proceeding

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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 i 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

Artikel i vetenskaplig tidskrift

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 i proceeding

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Visar 2 forskningsprojekt

2023–2026

FAMER - Flerparts kravhantering i samarbete för produktutveckling

Jennifer Horkoff Testing, Requirements, Innovation and Psychology

Eric Knauss Testing, Requirements, Innovation and Psychology

Hans-Martin Heyn Testing, Requirements, Innovation and Psychology

FFI - Fordonsstrategisk forskning och innovation

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

Europeiska kommissionen (EU)

19 publikationer finns

Det kan finnas fler projekt där Hans-Martin Heyn medverkar, men du måste vara inloggad som anställd på Chalmers för att kunna se dem.