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A Data-driven Human Responsibility Management System

Dec 06, 2020
Xuejiao Tang, Jiong Qiu, Ruijun Chen, Wenbin Zhang, Vasileios Iosifidis, Zhen Liu, Wei Meng, Mingli Zhang, Ji Zhang

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Using Machine Learning to Automate Mammogram Images Analysis

Dec 06, 2020
Xuejiao Tang, Liuhua Zhang, Wenbin Zhang, Xin Huang, Vasileios Iosifidis, Zhen Liu, Mingli Zhang, Enza Messina, Ji Zhang

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FairNN- Conjoint Learning of Fair Representations for Fair Decisions

Apr 11, 2020
Tongxin Hu, Vasileios Iosifidis, Wentong Liao, Hang Zhang, Michael YingYang, Eirini Ntoutsi, Bodo Rosenhahn

* Code will be available 

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FAE: A Fairness-Aware Ensemble Framework

Feb 03, 2020
Vasileios Iosifidis, Besnik Fetahu, Eirini Ntoutsi

* IEEE International Conference on Big Data, 2019 
* 6 pages 

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AdaFair: Cumulative Fairness Adaptive Boosting

Sep 17, 2019
Vasileios Iosifidis, Eirini Ntoutsi

* 10 pages, to appear in proceedings of the 28th ACM International Conference on Information and Knowledge Management (CIKM) 

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Fairness-enhancing interventions in stream classification

Jul 16, 2019
Vasileios Iosifidis, Thi Ngoc Han Tran, Eirini Ntoutsi

* 15 pages, 7 figures. To appear in the proceedings of 30th International Conference on Database and Expert Systems Applications, Linz, Austria August 26 - 29, 2019 

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Time-Aware and Corpus-Specific Entity Relatedness

Oct 23, 2018
Nilamadhaba Mohapatra, Vasileios Iosifidis, Asif Ekbal, Stefan Dietze, Pavlos Fafalios

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