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BRIOxAlkemy: A Bias detecting tool

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اقرأ أكثر حفظ في قائمتي
  • معلومة اضافية
    • Contributors:
      G. Boella; F.A. D'Asaro; A. Dyoub; L. Gorrieri; F.A. Lisi; C. Manganini; G. Primiero; G. Coraglia; F.A. Genco; D. Giannuzzi; D. Posillipo; C. Quaggio
    • بيانات النشر:
      CEUR Workshop Proceedings
    • الموضوع:
      2024
    • Collection:
      The University of Milan: Archivio Istituzionale della Ricerca (AIR)
    • نبذة مختصرة :
      We present a tool for the detection of biased behaviours in AI systems. Using a specific probability-based algorithm, we provide the means to compare the action of the user’s algorithm of choice on a specific feature that they deem “sensible” with respect to fixed classes and to a known optimal behaviour.
    • Relation:
      ispartofbook:BEWARE 2023 : Bias, Ethical AI, Explainability and the role of Logic and Logic Programming; 2nd Workshop on Bias, Ethical AI, Explainability and the role of Logic and Logic Programming co-located with the 22nd International Conference of the Italian Association for Artificial Intelligence; volume:3615; firstpage:44; lastpage:60; numberofpages:17; serie:CEUR WORKSHOP PROCEEDINGS; alleditors:G. Boella, F.A. D'Asaro, A. Dyoub, L. Gorrieri, F.A. Lisi, C. Manganini, G. Primiero; https://hdl.handle.net/2434/1024264; https://ceur-ws.org/Vol-3615/paper4.pdf
    • Rights:
      info:eu-repo/semantics/openAccess
    • الرقم المعرف:
      edsbas.AC1B28E1