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
Image of Hans-Martin Heyn

Visar 8 publikationer

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
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
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
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
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
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
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)

16 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.