Explainable AI: A Review of Machine Learning Interpretability Methods

• Topological explanations of deep neural networks

  2026 Synthese article Computer Science Explainable Artificial Intelligence (XAI) Open access

  0

  citations
• Connecting Meteorite Spectra to Lunar Surface Composition Using Hyperspectral Imaging and Machine Learning

  2026 Universe article Physics and Astronomy Planetary Science and Exploration Open access

  0

  citations
• The emerging relevance of relational justice within algorithmic fairness research: a systematic literature review

  2026 AI and Ethics review Social Sciences Ethics and Social Impacts of AI Open access

  1

  citations
• QuadTune version 1: a regional tuner for global atmospheric models

  2025 Geoscientific model development article Earth and Planetary Sciences Meteorological Phenomena and Simulations Open access

  0

  citations
• A Research Concept for the Generative Design for the Holistic Synthesis of Planar Linkages

  2025 Mechanisms and machine science conference-paper Engineering Robotic Mechanisms and Dynamics

  0

  citations
• Procedural fairness in algorithmic decision-making: the role of public engagement

  2024 Ethics and Information Technology article Social Sciences Ethics and Social Impacts of AI Open access

  45

  citations
• Designing for Human Operations on the Moon: Challenges and Opportunities of Navigational HUD Interfaces

  2024 CHI Conference on Human Factors in Computing Systems conference-paper Engineering Space Exploration and Technology Open access

  4

  citations
• Fair and equitable AI in biomedical research and healthcare: Social science perspectives

  2023 Artificial Intelligence in Medicine article Social Sciences Ethics and Social Impacts of AI Open access

  65

  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

  citations
• 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
• Transparency in Medical Artificial Intelligence Systems

  2023 International Journal of Semantic Computing article Computer Science Explainable Artificial Intelligence (XAI)

  2

  citations
• Artificial Intelligence to Reduce or Eliminate the Need for Gadolinium-Based Contrast Agents in Brain and Cardiac MRI

  2023 Investigative Radiology article Medicine Advanced MRI Techniques and Applications Open access

  42

  citations
• AI in Computational Pathology of Cancer: Improving Diagnostic Workflows and Clinical Outcomes?

  2023 Annual Review of Cancer Biology review Computer Science AI in cancer detection Open access

  42

  citations
• Interpretation Framework of Predictive Quality Models for Process- and Product-oriented Decision Support

  2023 Procedia CIRP article Computer Science Explainable Artificial Intelligence (XAI) Open access

  11

  citations
• Establishing Transparency in Artificial Intelligence Systems

  2022 International Conference on Transdisciplinary AI (TransAI) conference-paper Computer Science Explainable Artificial Intelligence (XAI)

  5

  citations

15 results