Belief functions on ordered frames of discernment

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Authors Arnaud Martin arXiv ID 2210.04535 Category cs.AI: Artificial Intelligence Cross-listed cs.MA, cs.SI Citations 4 Venue BELIEF Last Checked 4 months ago
Abstract
Most questionnaires offer ordered responses whose order is poorly studied via belief functions. In this paper, we study the consequences of a frame of discernment consisting of ordered elements on belief functions. This leads us to redefine the power space and the union of ordered elements for the disjunctive combination. We also study distances on ordered elements and their use. In particular, from a membership function, we redefine the cardinality of the intersection of ordered elements, considering them fuzzy.
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