Publications

Eirini Ntoutsi, Pavlos Fafalios, Ujwal Gadiraju, Vasileios Iosifidis, Wolfgang Nejdl, Maria‐Esther Vidal, Salvatore Ruggieri, Franco Turini, Symeon Papadopoulos, Emmanouil Krasanakis, Ioannis Kompatsiaris, Katharina Kinder‐Kurlanda, Claudia Wagner, FaribaKarimi, Miriam Fernandez, Harith Alani, Bettina Berendt, Tina Kruegel, Christian Heinze, Klaus Broelemann, Gjergji Kasneci, Thanassis Tiropanis, Steffen Staab , “Bias in data‐driven artificial intelligence systems—An introductory survey “, Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery, February 2020. Online at: http://dx.doi.org/10.1002/widm.1356

Wenbin Zhang, Eirini Ntoutsi, “An Adaptive Fairness-aware Decision Tree Classifier”, International Joint Conference on Artificial Intelligence (IJCAI), 2019.

Vasileios Iosifidis, Eirini Ntoutsi, “AdaFair: Cumulative Fairness Adaptive Boosting”, ACM International Conference on Information and Knowledge Management (CIKM 2019).

Vasileios Iosifidis, Besnik Fetahu, Eirini Ntoutsi, “FAE: A Fairness-Aware Ensemble Framework”, IEEE International Conference on Big Data (Big Data 2019).

Vasileios Iosifidis, Han Tran, Eirini Ntoutsi, “Fairness-enhancing interventions in stream classification”, 30th International Conference on Databases and Expert Systems Applications (DEXA), 2019.

Vasileios Iosifidis, Eirini Ntoutsi, “Dealing with Bias via Data Augmentation in Supervised Learning Scenarios”, BIAS workshop in conjunction with iConference 2018.