Hidden technical debt in Machine learning systems

• Data, Models, and Performance: A Comprehensive Guide to Predictive Maintenance in Industrial Settings

  2024 Industrial engineering and management. book-chapter Engineering Reliability and Maintenance Optimization Open access

  2

  citations
• Sustainability in Semiconductor Production via Interpretable and Reliable Predictions

  2024 IFAC-PapersOnLine article Engineering Fault Detection and Control Systems Open access

  0

  citations
• Software engineering practices for machine learning — Adoption, effects, and team assessment

  2023 Journal of Systems and Software article Computer Science Software Engineering Techniques and Practices Open access

  25

  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
• 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
• Automating data science

  2022 Communications of the ACM article Computer Science Machine Learning and Data Classification Open access

  45

  citations
• Guidelines and quality criteria for artificial intelligence-based prediction models in healthcare: a scoping review

  2022 npj Digital Medicine article Medicine Artificial Intelligence in Healthcare and Education Open access

  501

  citations
• Practices for Engineering Trustworthy Machine Learning Applications

  2021 conference-paper Computer Science Explainable Artificial Intelligence (XAI) Open access

  2

  citations
• \nPractices for Engineering Trustworthy Machine Learning Applications

  2021 Radboud Repository (Radboud University) conference-paper Computer Science Explainable Artificial Intelligence (XAI)

  24

  citations
• Identifying and Analyzing Data Model Requirements and Technology Potentials of Machine Learning Systems in the Manufacturing Industry of the Future

  2020 International Scientific Conference on Information Technology and Management Science of Riga Technical University (ITMS) conference-paper Engineering Digital Transformation in Industry

  7

  citations
• On Target Segmentation for Direct Speech Translation

  2020 arXiv (Cornell University) preprint Computer Science Speech Recognition and Synthesis Open access

  2

  citations

11 results