Bias in Data-driven AI Systems: An Introductory Survey

Research output: Working paper/PreprintPreprint

Authors

  • Eirini Ntoutsi
  • Pavlos Fafalios
  • Ujwal Gadiraju
  • Vasileios Iosifidis
  • Wolfgang Nejdl
  • Maria-Esther Vidal
  • Salvatore Ruggieri
  • Franco Turini
  • Symeon Papadopoulos
  • Emmanouil Krasanakis
  • Ioannis Kompatsiaris
  • Katharina Kinder-Kurlanda
  • Claudia Wagner
  • Fariba Karimi
  • Miriam Fernández
  • Harith Alani
  • Bettina Berendt
  • Tina Kruegel
  • Christian Heinze
  • Klaus Broelemann
  • Gjergji Kasneci
  • Thanassis Tiropanis
  • Steffen Staab

External Research Organisations

  • German National Library of Science and Technology (TIB)
  • University of Pisa
  • Information Technologies
  • GESIS - Leibniz Institute for the Social Sciences
  • Open University
  • KU Leuven
  • SCHUFA Holding AG
  • University of Southampton
  • University of Stuttgart
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Details

Original languageEnglish
Publication statusE-pub ahead of print - 2020

Cite this

Bias in Data-driven AI Systems: An Introductory Survey. / Ntoutsi, Eirini; Fafalios, Pavlos; Gadiraju, Ujwal et al.
2020.

Research output: Working paper/PreprintPreprint

Ntoutsi, E, Fafalios, P, Gadiraju, U, Iosifidis, V, Nejdl, W, Vidal, M-E, Ruggieri, S, Turini, F, Papadopoulos, S, Krasanakis, E, Kompatsiaris, I, Kinder-Kurlanda, K, Wagner, C, Karimi, F, Fernández, M, Alani, H, Berendt, B, Kruegel, T, Heinze, C, Broelemann, K, Kasneci, G, Tiropanis, T & Staab, S 2020 'Bias in Data-driven AI Systems: An Introductory Survey'. <https://arxiv.org/abs/2001.09762>
Ntoutsi, E., Fafalios, P., Gadiraju, U., Iosifidis, V., Nejdl, W., Vidal, M.-E., Ruggieri, S., Turini, F., Papadopoulos, S., Krasanakis, E., Kompatsiaris, I., Kinder-Kurlanda, K., Wagner, C., Karimi, F., Fernández, M., Alani, H., Berendt, B., Kruegel, T., Heinze, C., ... Staab, S. (2020). Bias in Data-driven AI Systems: An Introductory Survey. Advance online publication. https://arxiv.org/abs/2001.09762
Ntoutsi E, Fafalios P, Gadiraju U, Iosifidis V, Nejdl W, Vidal ME et al. Bias in Data-driven AI Systems: An Introductory Survey. 2020. Epub 2020.
Ntoutsi, Eirini ; Fafalios, Pavlos ; Gadiraju, Ujwal et al. / Bias in Data-driven AI Systems : An Introductory Survey. 2020.
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