Abstract | ||
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In belief functions, there is a total measure of uncertainty that quantify the lack of knowledge and verifies a set of important properties. It is based on two measures: maximum of entropy and non-specificity. In this paper, we prove that the maximum of entropy verifies the same set of properties in a more general theory as credal sets and we present an algorithm that finds the probability distribution of maximum entropy for another interesting type of credal sets as probability intervals. |
Year | DOI | Venue |
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2003 | 10.1142/S021848850300234X | International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems |
Keywords | Field | DocType |
important property,probability interval,entropy verifies,belief function,maximum entropy,interesting type,total measure,credal set,general theory,probability distribution,uncertainty,randomness | Discrete mathematics,Probability box,Probability distribution,Principle of maximum entropy,Mathematics,Randomness | Journal |
Volume | Issue | ISSN |
11 | 5 | 0218-4885 |
Citations | PageRank | References |
32 | 2.92 | 3 |
Authors | ||
2 |
Name | Order | Citations | PageRank |
---|---|---|---|
Joaquin Abellan | 1 | 91 | 10.99 |
Serafin Moral | 2 | 95 | 13.82 |