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Least Committed Basic Belief Density Induced by a Multivariate Gaussian: Formulation with Applications, in "International Journal of Approximate Reasoning

By François Caron and Emmanuel Duflos


Abstract- We consider here the case where our knowledge is partial and based on a betting density function which is n-dimensional Gaussian. The explicit formulation of the least committed basic belief density (bbd) of the multivariate Gaussian pdf is provided. Beliefs are then assigned to hyperspheres and the bbd follows a χ 2 distribution. An application to model based classification in the joint speedacceleration feature space is presented

Topics: Belief function theory, Transferable Belief Model
Year: 2007
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