Eirini Ntoutsi

Bias in data‐driven artificial intelligence systems—An introductory survey

Eirini Ntoutsi, Pavlos Fafalios, Ujwal Gadiraju et al. · Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery · 2020 · 989 citations · Full text

Computing, Computer Science, Human Rights Law +17

A survey on datasets for fairness-aware machine learning

Tai Le Quy, Arjun Roy, Vasileios Iosifidis et al. · arXiv (Cornell University) · 2021 · 240 citations · Full text

Computing, Computer Science, Artificial Intelligence +10

A survey on bias in visual datasets

Simone Fabbrizzi, Symeon Papadopoulos, Eirini Ntoutsi et al. · Computer Vision and Image Understanding · 2022 · 124 citations

Computing, Computer Science, Computer Vision +11

FAHT: An Adaptive Fairness-aware Decision Tree Classifier

Wenbin Zhang, Eirini Ntoutsi · 2019 · 83 citations · Full text

Computing, Computer Science, Decision Support Systems +14

An evaluation of data stream clustering algorithms

Stratos Mansalis, Eirini Ntoutsi, Nikos Pelekis et al. · Statistical Analysis and Data Mining The ASA Data Science Journal · 2018 · 78 citations

Computing, Data Science, Big Data Analytics +10