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Träfflista för sökning "L773:9783319088518 OR L773:9783319088525 "

Search: L773:9783319088518 OR L773:9783319088525

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  • Antonucci, Alessandro, et al. (author)
  • Decision Making with Hierarchical Credal Sets
  • 2014
  • In: Information Processing and Management of Uncertainty in Knowledge-Based Systems. - Cham : Springer. - 9783319088518 - 9783319088525 ; , s. 456-465
  • Conference paper (peer-reviewed)abstract
    • We elaborate on hierarchical credal sets, which are sets of probability mass functions paired with second-order distributions. A new criterion to make decisions based on these models is proposed. This is achieved by sampling from the set of mass functions and considering the Kullback-Leibler divergence from the weighted center of mass of the set. We evaluate this criterion in a simple classification scenario: the results show performance improvements when compared to a credal classifier where the second-order distribution is not taken into account.
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  • Result 1-1 of 1
Type of publication
conference paper (1)
Type of content
peer-reviewed (1)
Author/Editor
Antonucci, Alessandr ... (1)
Karlsson, Alexander (1)
Sundgren, David (1)
University
Stockholm University (1)
University of Skövde (1)
Language
English (1)
Research subject (UKÄ/SCB)
Natural sciences (1)
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