Integração de evidências em redes credais e a regra de Jeffrey

Jose Carlos Ferreira da Rocha, A.M. Guimarães, C.P. de Campos

Onderzoeksoutput: Bijdrage aan tijdschriftTijdschriftartikelAcademicpeer review

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Samenvatting

Credal networks provide a scheme for dealing with imprecise probabilistic models. The inference algorithms often used in credal networks compute the interval of the posterior probability of an event of interest given evidence of the specific kind -- evidence that describe the current state of a set of variables. These algorithms do not perform evidential reasoning in case of the evidence must be processed according to the conditioning rule proposed by RC Jeffrey. This paper describes a procedure to integrate evidence with Jeffrey's rule when performing inferences with credal nets.
Vertaalde titel van de bijdrageEvidence Integration in Credal Networks and Jeffrey's Rule
Originele taal-2Portugees
Pagina's (van-tot)251-265
Aantal pagina's15
TijdschriftRevista de Informática Teórica e Aplicada
Volume18
Nummer van het tijdschrift2
DOI's
StatusGepubliceerd - 2011
Extern gepubliceerdJa

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(in portuguese)

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