Interpretable Machine Learning

• Molecular mobility of extraterrestrial ices: surface diffusion in astrochemistry and planetary science

  2025 Physical Chemistry Chemical Physics article Physics and Astronomy Astrophysics and Star Formation Studies Open access

  12

  citations
• Position: The Explainability Paradox - Challenges for XAI in Malware Detection and Analysis

  2024 IEEE European Symposium on Security and Privacy Workshops (EuroS&PW) conference-paper Computer Science Advanced Malware Detection Techniques Open access

  4

  citations
• Scalable Semi-Supervised Graph Learning Techniques for Anti Money Laundering

  2024 IEEE Access article Social Sciences Crime, Illicit Activities, and Governance Open access

  35

  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
• Understanding molecular abundances in star-forming regions using interpretable machine learning

  2023 Monthly Notices of the Royal Astronomical Society article Physics and Astronomy Astrophysics and Star Formation Studies Open access

  19

  citations
• The Opaque Nature of Intelligence and the Pursuit of Explainable AI

  2023 International Joint Conference on Computational Intelligence conference-paper Computer Science Explainable Artificial Intelligence (XAI) Open access

  0

  citations
• Comment on gmd-2022-134

  2022 peer-review Environmental Science Air Quality Monitoring and Forecasting Open access

  0

  citations

7 results