A. L. Tulupyev, “A posteriori probabilistic estimates in algebraic Bayesian networks”, Vestnik S.-Petersburg Univ. Ser. 10. Prikl. Mat. Inform. Prots. Upr., 2012, Issue 2,Pages <nobr>51

This article is cited in 1 paper

Applied mathematics

A posteriori probabilistic estimates in algebraic Bayesian networks

A. L. Tulupyev^ab

^a St. Petersburg Institute for Informatics and Automation of RAS
^b St. Petersburg State University, Department of Mathematics and Mechanics

Abstract: The paper presents an algorithm for evidence propagation in algebraic Bayesian networks in order to calculate a posteriori probabilistic estimates of network elements. The implicit assumptions that guarantee the correctness of the a posteriori inference algorithm results are discovered and considered.

Keywords: algebraical Bayesian network, knowledge uncertainty, knowledge pattern, a posteriori inference, evidence propagation.

UDC: 004.8

Accepted: February 28, 2012