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Toward a Dempster-Shafer theory of concepts

Abstract : 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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https://hal.archives-ouvertes.fr/hal-02504595
Contributor : Sabine Frittella <>
Submitted on : Tuesday, March 10, 2020 - 8:08:41 PM
Last modification on : Wednesday, January 20, 2021 - 3:38:01 AM

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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, Elsevier, 2020, 125, pp.14-25. ⟨10.1016/j.ijar.2020.05.004⟩. ⟨hal-02504595⟩

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