no code implementations • 14 Jun 2023 • Lisa Koutsoviti Koumeri, Magali Legast, Yasaman Yousefi, Koen Vanhoof, Axel Legay, Christoph Schommer
This work supports the contextual approach to fairness in EU non-discrimination legal framework and aims at assessing up to what point we can assure legal fairness through fairness metrics and under fairness constraints.
1 code implementation • 16 May 2023 • Isel Grau, Gonzalo Nápoles, Fabian Hoitsma, Lisa Koutsoviti Koumeri, Koen Vanhoof
In this paper, we integrate the concepts of feature importance with implicit bias in the context of pattern classification.
no code implementations • 9 Dec 2021 • Agnieszka Jastrzebska, Alejandro Morales-Hernández, Gonzalo Nápoles, Yamisleydi Salgueiro, Koen Vanhoof
In this paper, we propose two new approaches for the analysis of wind turbine health.
no code implementations • 1 Jul 2021 • Alejandro Morales-Hernández, Gonzalo Nápoles, Agnieszka Jastrzebska, Yamisleydi Salgueiro, Koen Vanhoof
Forecasting windmill time series is often the basis of other processes such as anomaly detection, health monitoring, or maintenance scheduling.