Aplicações de Técnicas de Aprendizagem de Máquina no Combate à Lavagem de Dinheiro

  • Luis Fernando Carvalho Dias FUMEC University
  • Fernando Silva Parreiras FUMEC University

Resumo


Money laundering is a method used by criminals to give lawful appearance to funds obtained illegally. Due to the difficulty of identification using traditional methods of research, technology has played an important role in this process. The knowledge discovery techniques were used in an experimental research with the objective of verifying their effectiveness and accuracy in the identification of relationships in banking transactions from real money laundering investigations. The graph matching techniques obtained the best results but it was found that, despite the low efficiency, frequent pattern mining techniques are important and should not be avoided.
Palavras-chave: Money Laundering, Knowledge Discovery, Data Mining
Publicado
20/05/2019
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DIAS, Luis Fernando Carvalho; PARREIRAS, Fernando Silva. Aplicações de Técnicas de Aprendizagem de Máquina no Combate à Lavagem de Dinheiro. In: SIMPÓSIO BRASILEIRO DE SISTEMAS DE INFORMAÇÃO (SBSI), 15. , 2019, Aracajú. Anais [...]. Porto Alegre: Sociedade Brasileira de Computação, 2019 . p. 575-582.