Hans-Martin Heyn

Orcid: 0000-0002-2427-6875

According to our database1, Hans-Martin Heyn authored at least 17 papers between 2013 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
Identifying and managing data quality requirements: a design science study in the field of automated driving.
Softw. Qual. J., June, 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.
Requir. Eng., March, 2024

Requirements and software engineering for automotive perception systems: an interview study.
Requir. Eng., March, 2024

Automated Configuration Synthesis for Machine Learning Models: A Git-Based Requirement and Architecture Management System.
Proceedings of the 32nd IEEE International Requirements Engineering Conference, 2024

2023
A compositional approach to creating architecture frameworks with an application to distributed AI systems.
J. Syst. Softw., April, 2023

An Investigation of Challenges Encountered When Specifying Training Data and Runtime Monitors for Safety Critical ML Applications.
Proceedings of the Requirements Engineering: Foundation for Software Quality, 2023

Requirements Engineering for Automotive Perception Systems: An Interview Study.
Proceedings of the Requirements Engineering: Foundation for Software Quality, 2023


Automotive Perception Software Development: An Empirical Investigation into Data, Annotation, and Ecosystem Challenges.
Proceedings of the 2nd IEEE/ACM International Conference on AI Engineering, 2023

2022
The Secret to Better AI and Better Software (Is Requirements Engineering).
IEEE Softw., 2022

VEDLIoT: Very Efficient Deep Learning in IoT.
CoRR, 2022

Setting AI in Context: A Case Study on Defining the Context and Operational Design Domain for Automated Driving.
Proceedings of the Requirements Engineering: Foundation for Software Quality, 2022

AIRE 2022: 9th International Workshop on Artificial Intelligence and Requirements Engineering.
Proceedings of the 30th IEEE International Requirements Engineering Conference Workshops, 2022


Structural causal models as boundary objects in AI system development.
Proceedings of the 1st International Conference on AI Engineering: Software Engineering for AI, 2022

2021
Requirement Engineering Challenges for AI-intense Systems Development.
Proceedings of the 1st IEEE/ACM Workshop on AI Engineering - Software Engineering for AI, 2021

2013
Modellierung und Regelung eines hydraulischen HIL-Simulators zum Test von Herzunterstützungssystemen / Modeling and Control of a Hydraulic Simulator for Ventricular Assist Device Testing.
Autom., 2013


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