A survey on datasets for fairness-aware machine learning Article

Tai, Le Quy, Roy, Arjun, Iosifidis, Vasileios et al. (2022). A survey on datasets for fairness-aware machine learning . Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery, 12(3), 10.1002/widm.1452

Open Access International Collaboration

cited authors

  • Tai, Le Quy; Roy, Arjun; Iosifidis, Vasileios; Zhang, Wenbin; Ntoutsi, Eirini

authors

publication date

  • May 1, 2022

published in

keywords

  • Computer Science
  • Computer Science, Artificial Intelligence
  • Computer Science, Theory & Methods
  • DISCRIMINATION
  • DISPARATE IMPACT
  • SURVIVAL
  • Science & Technology
  • Technology
  • benchmark datasets
  • bias
  • datasets for fairness
  • discrimination
  • fairness-aware machine learning

Digital Object Identifier (DOI)

volume

  • 12

issue

  • 3