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- W1586266223 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." @default.
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- W1586266223 date "2014-01-01" @default.
- W1586266223 modified "2023-09-23" @default.
- W1586266223 title "Decision Making with Hierarchical Credal Sets" @default.
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- W1586266223 doi "https://doi.org/10.1007/978-3-319-08852-5_47" @default.
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