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Toward a Dempster-Shafer theory of concepts
International Journal of Approximate Reasoning ( IF 3.9 ) Pub Date : 2020-10-01 , DOI: 10.1016/j.ijar.2020.05.004
Sabine Frittella , Krishna Manoorkar , Alessandra Palmigiano , Apostolos Tzimoulis , Nachoem Wijnberg

In this paper, we generalize the basic notions and results of Dempster-Shafer theory from predicates to formal concepts. Results include the representation of conceptual belief functions as inner measures of suitable probability functions, and a Dempster-Shafer rule of combination on belief functions on formal concepts.

中文翻译:

迈向 Dempster-Shafer 概念理论

在本文中,我们将 Dempster-Shafer 理论的基本概念和结果从谓词推广到形式概念。结果包括将概念信念函数表示为合适概率函数的内部度量,以及对形式概念上的信念函数进行组合的 Dempster-Shafer 规则。
更新日期:2020-10-01
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