SIS PUT | Properties of Fairness Measures in the Context of Class Imbalance and Protected Group Ratios

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Title

Properties of Fairness Measures in the Context of Class Imbalance and Protected Group Ratios

Authors

Dariusz Brzeziński (WIiT) ^{[ 1 ][ 2.3 ][ P ]}
Julia Stachowiak
Jerzy Stefanowski (WIiT) ^{[ 1 ][ 2.3 ][ P ]}
Izabela Szczęch (WIiT) ^{[ 1 ][ 2.3 ][ P ]}
Robert Susmaga (WIiT) ^{[ 1 ][ 2.3 ][ P ]}
Sofya Aksenyuk
Uladzimir Ivashka
Oleksandr Yasinskyi

^{[ 1 ]} Instytut Informatyki, Wydział Informatyki i Telekomunikacji, Politechnika Poznańska | ^{[ P ]} employee

Scientific discipline (Law 2.0)

[2.3] Information and communication technology

Year of publication

2024

Chapter type

abstract

Publication language

english

URL

https://drive.google.com/file/d/16svYEROJFcHakgilHvCFTyweAaUzAgLz/view

Book

4th Workshop on Bias and Fairness in AI BIAS 2024

Presented on

4th Workshop on Bias and Fairness in AI BIAS 2024 : Workshop at ECML PKDD 2024, 13.09.2024, Vilnius, Lithuania

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