Mostrando ítems 7-9 de 14

    • Attesting Digital Discrimination Using Norms 

      Criado, Natalia; Ferrer, Xavier; Such, José M. (International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 03/2021)
      More and more decisions are delegated to Machine Learning (ML) and automatic decision systems recently. Despite initial misconceptions considering these systems unbiased and fair, recent cases such as racist algorithms ...
    • Achieving Fair Inference Using Error-Prone Outcomes 

      Boeschoten, Laura; van Kesteren, Erik-Jan; Bagheri, Ayoub; Oberski, Daniel L. (International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 03/2021)
      Recently, an increasing amount of research has focused on methods to assess and account for fairness criteria when predicting ground truth targets in supervised learning. However, recent literature has shown that prediction ...
    • Assessing Lexical-Semantic Regularities in Portuguese Word Embeddings 

      Gonçalo Oliveira, Hugo; Sousa, Tiago; Alves, Ana (International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 03/2021)
      Models of word embeddings are often assessed when solving syntactic and semantic analogies. Among the latter, we are interested in relations that one would find in lexical-semantic knowledge bases like WordNet, also covered ...