| Modeling implicit bias with fuzzy cognitive maps G Nápoles, I Grau, L Concepción, LK Koumeri, JP Papa Neurocomputing 481, 33-45, 2022 | 20 | 2022 |
| A fuzzy-rough uncertainty measure to discover bias encoded explicitly or implicitly in features of structured pattern classification datasets G Nápoles, LK Koumeri Pattern Recognition Letters 154, 29-36, 2022 | 16 | 2022 |
| Bias Quantification for Protected Features in Pattern Classification Problems L Koutsoviti Koumeri, G Nápoles Progress in Pattern Recognition, Image Analysis, Computer Vision, and …, 2021 | 4 | 2021 |
| Compatibility of Fairness Metrics with EU Non-Discrimination Laws: Demographic Parity & Conditional Demographic Disparity LK Koumeri, M Legast, Y Yousefi, K Vanhoof, A Legay, C Schommer arXiv preprint arXiv:2306.08394, 2023 | 1 | 2023 |
| Measuring Implicit Bias Using SHAP Feature Importance and Fuzzy Cognitive Maps I Grau, G Nápoles, F Hoitsma, LK Koumeri, K Vanhoof Intelligent Systems Conference, 745-764, 2023 | | 2023 |
| Métriques d'équité en Apprentissage Automatique et droit de l'Union Europénne en matière de non-discrimination M Legast, Y Yousefi, L Koutsoviti, A Legay, C Schommer, K Vanhoof CNIA 2023-Conférence Nationale en Intelligence Artificielle, PFIA, 2023 | | 2023 |
| Compatibility of Fairness Metrics with EU Non-Discrimination Laws: Demographic Parity & Conditional Demographic Disparity L Koutsoviti Koumeri, M Legast, Y Yousefi, K Vanhoof, A Legay, ... arXiv e-prints, arXiv: 2306.08394, 2023 | | 2023 |
| Compatibility of Fairness Metrics With EU Non-discrimination Law: A Legal and Technical Case Study Y Yousefi, L Koutsoviti-Koumeri, M Legast, C Schommer, K Vanhoof, ... CEUR Workshop Proceedings 3442, 2023 | | 2023 |
| Code: Implicit bias with FCMs G Nápoles, I Grau, LK Koumeri | | 2022 |
| Implicit bias with FCMs G Nápoles, I Grau, L Concepción, LK Koumeri, JP Papa | | 2022 |
| Modeling Implicit Bias with Fuzzy Cognitive Maps G Nápoles, I Grau, L Concepción, LK Koumeri, JP Papa arXiv preprint arXiv:2112.12713, 2021 | | 2021 |
| Bias quantification measures based on fuzzy rough sets LK Koumeri Tilburg University, 2020 | | 2020 |
