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Belief functions contextual discounting and canonical decompositions
Authors:David Mercier  Éric Lefèvre  François Delmotte
Institution:a Univ. Lille Nord de France, F-59000 Lille, France
b UArtois, LGI2A, F-62400 Béthune, France
Abstract:In this article, the contextual discounting of a belief function, a classical discounting generalization, is extended and its particular link with the canonical disjunctive decomposition is highlighted. A general family of correction mechanisms allowing one to weaken the information provided by a source is then introduced, as well as the dual of this family allowing one to strengthen a belief function.
Keywords:Belief functions  Discounting  Reinforcement  Canonical decompositions
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