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Journal Articles International Journal of Approximate Reasoning Year : 2020

Toward a Dempster-Shafer theory of concepts


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.
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hal-02504595 , version 1 (22-08-2022)


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Sabine Frittella, Krishna Manoorkar, Alessandra Palmigiano, Apostolos Tzimoulis, Nachoem M. Wijnberg. Toward a Dempster-Shafer theory of concepts. International Journal of Approximate Reasoning, 2020, 125, pp.14-25. ⟨10.1016/j.ijar.2020.05.004⟩. ⟨hal-02504595⟩
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