Fairness definitions explained

• The dynamic and arbitrary nature of age as a sensitive characteristic in AI-based automated decision making systems

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

  0

  citations
• MBFair: a model-based verification methodology for detecting violations of individual fairness

  2024 Software & Systems Modeling article Social Sciences Ethics and Social Impacts of AI Open access

  1

  citations
• Policy advice and best practices on bias and fairness in AI

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

  105

  citations
• Fairness and bias correction in machine learning for depression prediction across four study populations

  2024 Scientific Reports article Social Sciences Ethics and Social Impacts of AI Open access

  36

  citations
• Standardizing fairness-evaluation procedures: interdisciplinary insights on machine learning algorithms in creditworthiness assessments for small personal loans

  2023 AI and Ethics article Social Sciences Ethics and Social Impacts of AI Open access

  19

  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)

  125

  citations
• Explaining classification performance and bias via network structure and sampling technique

  2021 Applied Network Science article Physics and Astronomy Complex Network Analysis Techniques Open access

  10

  citations
• Fair Enough? On (Avoiding) Bias in Data, Algorithms and Decisions

  2020 IFIP advances in information and communication technology conference-paper Social Sciences Ethics and Social Impacts of AI Open access

  1

  citations

8 results