Local Computation in Credal Networks


Autoria(s): Cozman, Fabio Gagliardi; de Campos, Cassio Polpo
Data(s)

2004

Resumo

The goal of this contribution is to discuss local computation in credal networks — graphical models that can represent imprecise and indeterminate probability values. We analyze the inference problem in credal networks, discuss how inference algorithms can benefit from local computation, and suggest that local computation can be particularly important in approximate inference algorithms.

Formato

application/pdf

Identificador

http://pure.qub.ac.uk/portal/en/publications/local-computation-in-credal-networks(58eccbde-d2fa-41a9-9fa1-0b5eaa466bf4).html

http://pure.qub.ac.uk/ws/files/29972686/decampos2004b.pdf

Idioma(s)

eng

Publicador

ECAI

Direitos

info:eu-repo/semantics/openAccess

Fonte

Cozman , F G & de Campos , C P 2004 , Local Computation in Credal Networks . in Proceedings of the Workshop on Local Computation for Logics and Uncertainty . ECAI , pp. 5-11 , Workshop on Local Computation for Logics and Uncertainty , Valencia , Spain , 23 August .

Tipo

contributionToPeriodical