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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 | Author
Part of ISSN: 2504-2289
Contributors: Tiago Palma Pagano; Rafael Bessa Loureiro; Fernanda Vitória Nascimento Lisboa; Gustavo Oliveira Ramos Cruz; Rodrigo Peixoto; Guilherme Guimaraes; Ewerton de Oliveira; Ingrid Winkler; Erick Giovani Sperandio Nascimento
Source: Self-asserted source
Rodrigo Peixoto

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 | Author
Part of ISSN: 2504-2289
Contributors: Tiago Palma Pagano; Rafael Bessa Loureiro; Fernanda Vitória Nascimento Lisboa; Rodrigo Peixoto; Guilherme Guimaraes; Gustavo Oliveira Ramos Cruz; Maíra Matos Araújo; Lucas Lisboa dos Santos; Marco Cruz; Ewerton de Oliveira et al.
Source: Self-asserted source
Rodrigo Peixoto