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@article{DBLP:journals/bdcc/PaganoLLPGCASCOWN23,
  author       = {Tiago Palma Pagano and
                  Rafael Bessa Loureiro and
                  Fernanda Vitoria Nascimento Lisboa and
                  Rodrigo Matos Peixoto and
                  Guilherme Aragao de Sousa Guimaraes and
                  Gustavo Oliveira Ramos Cruz and
                  Maira Matos Araujo and
                  Lucas Lisboa dos Santos and
                  Marco Cruz and
                  Ewerton Lopes Silva de Oliveira and
                  Ingrid Winkler and
                  Erick Giovani Sperandio Nascimento},
  title        = {Bias and Unfairness in Machine Learning Models: {A} Systematic Review
                  on Datasets, Tools, Fairness Metrics, and Identification and Mitigation
                  Methods},
  journal      = {Big Data Cogn. Comput.},
  volume       = {7},
  number       = {1},
  pages        = {15},
  year         = {2023},
  url          = {https://doi.org/10.3390/bdcc7010015},
  doi          = {10.3390/BDCC7010015},
  timestamp    = {Sat, 30 Sep 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/bdcc/PaganoLLPGCASCOWN23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2202-08176,
  author       = {Tiago Palma Pagano and
                  Rafael Bessa Loureiro and
                  Maira Matos Araujo and
                  Fernanda Vitoria Nascimento Lisboa and
                  Rodrigo Matos Peixoto and
                  Guilherme Aragao de Sousa Guimaraes and
                  Lucas Lisboa dos Santos and
                  Gustavo Oliveira Ramos Cruz and
                  Ewerton Lopes Silva de Oliveira and
                  Marco Cruz and
                  Ingrid Winkler and
                  Erick Giovani Sperandio Nascimento},
  title        = {Bias and unfairness in machine learning models: a systematic literature
                  review},
  journal      = {CoRR},
  volume       = {abs/2202.08176},
  year         = {2022},
  url          = {https://arxiv.org/abs/2202.08176},
  eprinttype    = {arXiv},
  eprint       = {2202.08176},
  timestamp    = {Tue, 01 Mar 2022 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2202-08176.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}