Definitions, methods, and applications in interpretable machine learning

• Transparente KI gestalten – Vertrauen und Nutzung erhöhen

  2025 Zeitschrift für wirtschaftlichen Fabrikbetrieb article Computer Science Explainable Artificial Intelligence (XAI)

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  citations
• An Introduction to the Crossroads of Explainable Artificial Intelligence and Evolutionary Computation

  2025 Natural computing series book-chapter Computer Science Explainable Artificial Intelligence (XAI)

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  citations
• Application of Machine Learning in Nanotoxicology: A Critical Review and Perspective

  2024 Environmental Science & Technology article Materials Science Machine Learning in Materials Science Open access

  32

  citations
• Explainable Artificial Intelligence (XAI) 2.0: A manifesto of open challenges and interdisciplinary research directions

  2024 Information Fusion article Computer Science Explainable Artificial Intelligence (XAI) Open access

  563

  citations
• Evaluation Methodology for Interpretation Methods of Predictive Quality Models

  2024 Procedia CIRP article Computer Science Explainable Artificial Intelligence (XAI) Open access

  2

  citations
• Explainable Artificial Intelligence (XAI) 2.0: A Manifesto of Open Challenges and Interdisciplinary Research Directions

  2023 arXiv (Cornell University) preprint Computer Science Explainable Artificial Intelligence (XAI) Open access

  14

  citations
• Acquiring Process Knowledge in Extrusion-Based Additive Manufacturing via Interpretable Machine Learning

  2023 Polymers article Engineering Additive Manufacturing and 3D Printing Technologies Open access

  9

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• A Survey on Explainable Anomaly Detection

  2023 ACM Transactions on Knowledge Discovery from Data article Computer Science Explainable Artificial Intelligence (XAI) Open access cited by 1 patent

  131

  citations
• The Internet of Production as the Foundation of Data Utilization in Production

  2023 Springer eBooks book-chapter Engineering Digital Transformation in Industry

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  citations
• Explainable artificial intelligence (XAI) post-hoc explainability methods: risks and limitations in non-discrimination law

  2022 AI and Ethics article Computer Science Explainable Artificial Intelligence (XAI) cited by 1 patent

  125

  citations
• Künstliche Intelligenz in der Forschung

  2021 Ethics of science and technology assessment/Wissenschaftsethik und Technikfolgenbeurteilung book Computer Science Artificial Intelligence Applications Open access

  19

  citations
• Towards Interpretable Machine Learning in EEG Analysis

  2021 Studies in health technology and informatics book-chapter Neuroscience EEG and Brain-Computer Interfaces Open access

  10

  citations
• The Way of the Future: Personalizing Treatment Plans Through Technology

  2021 American Society of Clinical Oncology Educational Book article Biochemistry, Genetics and Molecular Biology Cancer Genomics and Diagnostics cited by 2 patents

  54

  citations
• Das Internet of Production als Fundament der Datenverwertung in der Produktion

  2021 Springer eBooks book-chapter Engineering Digital Transformation in Industry

  4

  citations
• Requirements towards optimizing analytics in industrial processes

  2021 Procedia Computer Science conference-paper Engineering Digital Transformation in Industry Open access

  5

  citations
• Articles with impact: insights into 10 years of research with machine learning

  2020 Journal of Applied Physiology article Decision Sciences scientometrics and bibliometrics research Open access

  12

  citations

16 results