Modeling Decisions for Artificial Intelligence

MDAI 2014: Modeling Decisions for Artificial Intelligence pp 217-226

Rank Swapping for Stream Data

  • Guillermo Navarro-Arribas
  • Vicenç Torra
Conference paper

DOI: 10.1007/978-3-319-12054-6_19

Volume 8825 of the book series Lecture Notes in Computer Science (LNCS)
Cite this paper as:
Navarro-Arribas G., Torra V. (2014) Rank Swapping for Stream Data. In: Torra V., Narukawa Y., Endo Y. (eds) Modeling Decisions for Artificial Intelligence. MDAI 2014. Lecture Notes in Computer Science, vol 8825. Springer, Cham

Abstract

We propose the application of rank swapping to anonymize data streams. We study the viability of our proposal in terms of information loss, showing some promising results. Our proposal, although preliminary, provides a simple and parallelizable solution to anonymize data stream.

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Copyright information

© Springer International Publishing Switzerland 2014

Authors and Affiliations

  • Guillermo Navarro-Arribas
    • 1
  • Vicenç Torra
    • 2
  1. 1.DEIC-UAB Department d’Enginyeria de la Informació i de les ComunicacionsUniversitat Autònoma de BarcelonaSpain
  2. 2.IIIA-CSIC Institut d’Investigació en Intelligència ArtificialConsejo Superior de Investigaciones CientíficasSpain