Bias and unfairness in machine learning models: a systematic literature review.
Tiago Palma PaganoRafael Bessa LoureiroMaira Matos AraujoFernanda Vitoria Nascimento LisboaRodrigo Matos PeixotoGuilherme Aragao de Sousa GuimaraesLucas Lisboa dos SantosGustavo Oliveira Ramos CruzEwerton Lopes Silva de OliveiraMarco CruzIngrid WinklerErick Giovani Sperandio NascimentoPublished in: CoRR (2022)
Keyphrases
- literature review
- machine learning models
- spam filtering
- machine learning algorithms
- machine learning approaches
- case study
- fuzzy theory
- machine learning
- learning models
- current issues
- information systems development
- predictive model
- machine learning methods
- learning experience
- artificial neural networks
- information retrieval