Fairness through awareness

• Individual fairness in community detection: quantitative measure and comparative evaluation

  2026 Social Network Analysis and Mining article Physics and Astronomy Complex Network Analysis Techniques 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
• Toward substantive intersectional algorithmic fairness: desiderata for a feminist approach

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

  2

  citations
• Differential privacy for medical deep learning: methods, tradeoffs, and deployment implications

  2026 npj Digital Medicine article Computer Science Privacy-Preserving Technologies in Data Open access

  28

  citations
• Making problems: interdisciplinary collaboration and AI ethics

  2025 Science as Culture article Decision Sciences Interdisciplinary Research and Collaboration Open access

  2

  citations
• Differential privacy enables fair and accurate AI-based analysis of speech disorders while protecting patient data

  2025 npj Artificial Intelligence article Computer Science Privacy-Preserving Technologies in Data Open access

  5

  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
• FairSNA: Algorithmic Fairness in Social Network Analysis

  2024 ACM Computing Surveys article Social Sciences Ethics and Social Impacts of AI Open access

  30

  citations
• Fair tree classifier using strong demographic parity

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

  8

  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
• Discrimination-Aware Process Mining: A Discussion

  2023 Lecture notes in business information processing conference-paper Business, Management and Accounting Business Process Modeling and Analysis Open access

  9

  citations
• Link recommendations: Their impact on network structure and minorities

  2022 ACM Web Science Conference (WebSci) conference-paper Physics and Astronomy Complex Network Analysis Techniques Open access

  20

  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
• Inequality and inequity in network-based ranking and recommendation algorithms

  2022 Scientific Reports article Physics and Astronomy Complex Network Analysis Techniques Open access

  38

  citations
• The future of human behaviour research

  2022 Nature Human Behaviour article Decision Sciences Interdisciplinary Research and Collaboration Open access

  81

  citations
• Trustworthy Artificial Intelligence and Process Mining: Challenges and Opportunities

  2022 Lecture notes in business information processing conference-paper Business, Management and Accounting Business Process Modeling and Analysis Open access

  24

  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
• Measuring algorithmically infused societies

  2021 Nature article Social Sciences Ethics and Social Impacts of AI

  145

  citations
• The FairCeptron: A Framework for Measuring Human Perceptions of Algorithmic Fairness

  2021 ACM Conference on User Modeling, Adaptation and Personalization (UMAP) conference-paper Social Sciences Ethics and Social Impacts of AI Open access

  3

  citations

19 results