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artificial intelligence, machine learning
Brazil

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Works (3)

Correlation-based methods for representative fairness metric selection: An empirical study on efficiency and caveats in model evaluation

Expert Systems with Applications
2025-04 | Journal article
Contributors: Rafael B. Loureiro; Tiago P. Pagano; Fernanda V.N. Lisboa; Lian F.S. Nascimento; Ewerton L.S. Oliveira; Ingrid Winkler; Erick G. Sperandio Nascimento
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Context-Based Patterns in Machine Learning Bias and Fairness Metrics: A Sensitive Attributes-Based Approach

Big Data and Cognitive Computing
2023-01-30 | Journal article
Contributors: Tiago P. Pagano; Rafael B. Loureiro; Fernanda V. N. Lisboa; Gustavo O. R. Cruz; Rodrigo M. Peixoto; Guilherme A. de Sousa Guimarães; Ewerton L. S. Oliveira; Ingrid Winkler; Erick G. Sperandio Nascimento
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Bias and Unfairness in Machine Learning Models: A Systematic Review on Datasets, Tools, Fairness Metrics, and Identification and Mitigation Methods

Big Data and Cognitive Computing
2023-01-13 | Journal article
Contributors: Tiago P. Pagano; Rafael B. Loureiro; Fernanda V. N. Lisboa; Rodrigo M. Peixoto; Guilherme A. S. Guimarães; Gustavo O. R. Cruz; Maira M. Araujo; Lucas L. Santos; Marco A. S. Cruz; Ewerton L. S. Oliveira et al.
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