Software Engineering for Machine Learning: A Case Study

• Purposeful decision-support with Digital Shadows: a model catalog architecture and its implementation for production scheduling in the injection molding domain

  2025 International Journal of Production Research article Engineering Digital Transformation in Industry Open access

  2

  citations
• Visualization and Automation in Data Science: Exploring the Paradox of Humans-in-the-Loop

  2024 conference-paper Computer Science Data Visualization and Analytics Open access

  4

  citations
• Trustworthy and Robust AI Deployment by Design: A framework to inject best practice support into AI deployment pipelines

  2023 IEEE/ACM International Conference on AI Engineering – Software Engineering for AI (CAIN) conference-paper Computer Science Software Engineering Techniques and Practices

  3

  citations
• Dynamic data management for continuous retraining

  2022 conference-paper Computer Science Data Stream Mining Techniques

  17

  citations
• Adapting Software Architectures to Machine Learning Challenges

  2022 IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER) conference-paper Computer Science Advanced Software Engineering Methodologies

  36

  citations
• Guideline for Deployment of Machine Learning Models for Predictive Quality in Production

  2022 Procedia CIRP article Engineering Digital Transformation in Industry Open access

  18

  citations
• STAMP 4 NLP – An Agile Framework for Rapid Quality-Driven NLP Applications Development

  2021 Communications in computer and information science conference-paper Computer Science Software Engineering Techniques and Practices Open access

  1

  citations

7 results