Lisa Koutsoviti Koumeri | DeepAI

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Featured Co-authors

Axel Legay
19 publications
Gonzalo Nápoles
12 publications
Isel Grau
7 publications
Koen Vanhoof
5 publications
Christoph Schommer
4 publications
Fabian Hoitsma
2 publications
Magali Legast
1 publication
Yasaman Yousefi
1 publication

research

∙ 06/14/2023

Compatibility of Fairness Metrics with EU Non-Discrimination Laws: Demographic Parity Conditional Demographic Disparity

Empirical evidence suggests that algorithmic decisions driven by Machine...

0 Lisa Koutsoviti Koumeri, et al. ∙

research

∙ 05/16/2023

Measuring Implicit Bias Using SHAP Feature Importance and Fuzzy Cognitive Maps

In this paper, we integrate the concepts of feature importance with impl...

1 Isel Grau, et al. ∙

research

∙ 08/20/2021

A fuzzy-rough uncertainty measure to discover bias encoded explicitly or implicitly in features of structured pattern classification datasets

The need to measure bias encoded in tabular data that are used to solve ...

0 Gonzalo Nápoles, et al. ∙