Browsing EuroVisSTAR2020 by Subject "Machine learning"

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    • The State of the Art in Enhancing Trust in Machine Learning Models with the Use of Visualizations 

      Chatzimparmpas, Angelos; Martins, Rafael M.; Jusufi, Ilir; Kucher, Kostiantyn; Rossi, Fabrice; Kerren, Andreas (The Eurographics Association and John Wiley & Sons Ltd., 2020)
      Machine learning (ML) models are nowadays used in complex applications in various domains, such as medicine, bioinformatics, and other sciences. Due to their black box nature, however, it may sometimes be hard to understand ...