Publications

Philippe van Basshuysen, “How to Build an Institution“, Philosophy of the Social Sciences, forthcoming.

Lucie White and Philippe van Basshuysen, “How to overcome lockdown: selective isolation versus contact tracing“, Journal of Medical Ethics 46(11):724-725, 2020.

Tongxin Hu, Vasileios Iosifidis, Liao Wentong et al., “FairNN – Conjoint Learning of Fair Representations for Fair Decisions“, 23rd International Conference on Discovery Science, October, 2020.

Philippe van Basshuysen, “Kidney Exchange and the Ethics of Giving“, Journal of Ethics and Social Philosophy 18(1):85-110, 2020.

Eirini Ntoutsi, Pavlos Fafalios, Ujwal Gadiraju et al., “Bias in data‐driven artificial intelligence systems—An introductory survey“, Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery, 2020.

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

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

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

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

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