Transferable belief model

The transferable belief model (TBM) is an elaboration on the Dempster–Shafer theory (DST), which is a mathematical model used to evaluate the probability that a given proposition is true from other propositions which are assigned probabilities. It was developed by who proposed his approach as a response to against Dempster's rule of combination. In contrast to the original DST the TBM propagates the open-world assumption that relaxes the assumption that all possible outcomes are known. Under the open world assumption Dempster's rule of combination is adapted such that there is no normalization. The underlying idea is that the probability mass pertaining to the empty set is taken to indicate an unexpected outcome, e.g. the belief in a hypothesis outside the frame of discernment. This adap

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enThe transferable belief model (TBM) is an elaboration on the Dempster–Shafer theory (DST), which is a mathematical model used to evaluate the probability that a given proposition is true from other propositions which are assigned probabilities. It was developed by who proposed his approach as a response to against Dempster's rule of combination. In contrast to the original DST the TBM propagates the open-world assumption that relaxes the assumption that all possible outcomes are known. Under the open world assumption Dempster's rule of combination is adapted such that there is no normalization. The underlying idea is that the probability mass pertaining to the empty set is taken to indicate an unexpected outcome, e.g. the belief in a hypothesis outside the frame of discernment. This adap
Has abstract
enThe transferable belief model (TBM) is an elaboration on the Dempster–Shafer theory (DST), which is a mathematical model used to evaluate the probability that a given proposition is true from other propositions which are assigned probabilities. It was developed by who proposed his approach as a response to against Dempster's rule of combination. In contrast to the original DST the TBM propagates the open-world assumption that relaxes the assumption that all possible outcomes are known. Under the open world assumption Dempster's rule of combination is adapted such that there is no normalization. The underlying idea is that the probability mass pertaining to the empty set is taken to indicate an unexpected outcome, e.g. the belief in a hypothesis outside the frame of discernment. This adaptation violates the probabilistic character of the original DST and also Bayesian inference. Therefore, the authors substituted notation such as probability masses and probability update with terms such as degrees of belief and transfer giving rise to the name of the method: The transferable belief model.
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Transferable belief model
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enTransferable belief model
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iridia.ulb.ac.be/~psmets/%23G
iridia.ulb.ac.be/~psmets/AABPapers.html
iospress.metapress.com/content/FW6KLYTMAB49FNXH
hal.archives-ouvertes.fr/docs/00/34/85/77/PDF/ramasso_rombaut_pellerin_escqaru07_CRHMM.pdf
www.researchgate.net/profile/Rudolf_Kruse2/publication/266297790_TBM_for_The_Transferable_Belief_Model_for_Belief_Representation/links/56c3159908aeeaf199f8b97b/TBM-for-The-Transferable-Belief-Model-for-Belief-Representation.pdf
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Bayesian inference
Belief
Belief functions
Beliefs
Category:Dempster–Shafer theory
Category:Logic
Category:Statistical inference
Collectively exhaustive events
Cromwell's rule
Decision making
Dempster's rule of combination
Dempster–Shafer theory
Empty set
Frame of discernment
Hypothesis
Information fusion
Lofti Zadeh
Normalization (statistics)
Open-world assumption
Paradox
Philippe Smets
Philip Smets
Pignistic probability
Power set
Principle of insufficient reason
Principle of maximum entropy
Probability axioms
Probability density function
Probability distribution
Probability mass
Probability mass function
Rudolf Kruse
Singletons
Uniform distribution (continuous)
Zadeh’s example
SameAs
55tmi
m.0fxqw6
Modèle des croyances transférables
Q952473
Subject
Category:Dempster–Shafer theory
Category:Logic
Category:Statistical inference
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