Chalmers Research

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Hans-Martin Heyn

Visar 13 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 (1), p. 97-117

Artikel i vetenskaplig tidskrift

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

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 (2), p. 313-360

Artikel i vetenskaplig tidskrift

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

2024

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

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

Requirements Engineering (1), p. 25-48

Artikel i vetenskaplig tidskrift

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), 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

Artikel i vetenskaplig tidskrift

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

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), p. 189-205

Paper i proceeding

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), p. 199-215

Paper i proceeding

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Publikationer för Chalmers tekniska högskola

Projekt	Institution	Pågår
FAMER - Flerparts kravhantering i samarbete för produktutveckling	Data- och informationsteknik	2023–2026
Very Efficient Deep Learning in IOT (VEDLIoT)	Data- och informationsteknik	2020–2023

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