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1910.02321
Cited By
The Impact of Data Preparation on the Fairness of Software Systems
5 October 2019
Inês Valentim
Nuno Lourenço
Nuno Antunes
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Papers citing
"The Impact of Data Preparation on the Fairness of Software Systems"
11 / 11 papers shown
Title
Data Preparation for Fairness-Performance Trade-Offs: A Practitioner-Friendly Alternative?
Gianmario Voria
Rebecca Di Matteo
Giammaria Giordano
Gemma Catolino
Fabio Palomba
131
0
0
20 Dec 2024
Beyond Algorithmic Fairness: A Guide to Develop and Deploy Ethical AI-Enabled Decision-Support Tools
Rosemarie Santa Gonzalez
Ryan Piansky
Sue M Bae
Justin B. Biddle
Daniel K. Molzahn
55
0
0
17 Sep 2024
A Catalog of Fairness-Aware Practices in Machine Learning Engineering
Gianmario Voria
Giulia Sellitto
Carmine Ferrara
Francesco Abate
A. Lucia
F. Ferrucci
Gemma Catolino
Fabio Palomba
FaML
111
3
0
29 Aug 2024
Fair Overlap Number of Balls (Fair-ONB): A Data-Morphology-based Undersampling Method for Bias Reduction
José Daniel Pascual-Triana
Alberto Fernández
Paulo Novais
Francisco Herrera
47
0
0
19 Jul 2024
Exploring Fairness in Educational Data Mining in the Context of the Right to be Forgotten
Wei Qian
Aobo Chen
Chenxu Zhao
Yangyi Li
Mengdi Huai
MU
99
1
0
27 May 2024
A Three-Way Knot: Privacy, Fairness, and Predictive Performance Dynamics
Tânia Carvalho
Nuno Moniz
Luís Antunes
53
2
0
27 Jun 2023
Navigating Ensemble Configurations for Algorithmic Fairness
Michael Feffer
Martin Hirzel
Samuel C. Hoffman
Kiran Kate
Parikshit Ram
Avraham Shinnar
FedML
FaML
56
0
0
11 Oct 2022
AI Fairness: from Principles to Practice
A. Bateni
Matthew Chan
Ray Eitel-Porter
33
4
0
20 Jul 2022
An Empirical Study of Modular Bias Mitigators and Ensembles
Michael Feffer
Martin Hirzel
Samuel C. Hoffman
Kiran Kate
Parikshit Ram
Avraham Shinnar
89
8
0
01 Feb 2022
Fair Enough: Searching for Sufficient Measures of Fairness
Suvodeep Majumder
Joymallya Chakraborty
Gina R. Bai
Kathryn T. Stolee
Tim Menzies
97
29
0
25 Oct 2021
Auditing the Imputation Effect on Fairness of Predictive Analytics in Higher Education
Hadis Anahideh
Parian Haghighat
Nazanin Nezami
Denisa Gándara
58
0
0
13 Sep 2021
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