MATRIX-VECTOR ALGORITHMS OF LOCAL POSTERIORI INFERENCE IN ALGEBRAIC BAYESIAN NETWORKS ON QUANTA PROPOSITIONS

MATRIX-VECTOR ALGORITHMS OF LOCAL POSTERIORI INFERENCE IN ALGEBRAIC BAYESIAN NETWORKS ON QUANTA PROPOSITIONS

Posteriori inference is one of the three kinds of probabilistic-logic inferences in the probabilistic graphical models theory and the base for processing of knowledge patterns with probabilistic uncertainty using Bayesian networks. The paper deals with a task of local posteriori inference descriptio...

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Bibliographic Details
Main Authors: A. A. Zolotin, A. L. Tulupyev, A. V. Sirotkin
Format: Article
Language:English
Published: Saint Petersburg National Research University of Information Technologies, Mechanics and Optics (ITMO University) 2015-07-01
Series:Naučno-tehničeskij Vestnik Informacionnyh Tehnologij, Mehaniki i Optiki
Subjects:
Bayesian networks
posteriori inference
inference algorithms
evidence propagation
knowledge pattern over quantapropositions
Online Access:http://ntv.ifmo.ru/file/article/13688.pdf

Internet

http://ntv.ifmo.ru/file/article/13688.pdf

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