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JOURNALS // Informatics and Automation // Archive

Tr. SPIIRAN, 2013 Issue 25, Pages 204–220 (Mi trspy595)

Program complex for probabilistic logic inference in knowledge pattern bases: knowledge pattern implementation

A. V. Sirotkin

St. Petersburg Institute for Informatics and Automation of RAS

Abstract: The paper describe key points in algebraic bayesian network knowledge pattern implementation on C++ programming language. Knowledge pattern implemented as class that handle and store estimation for knowledge pattern elements. It also provide a couple of methods for processing knowledge pattern such as consistency update and a posteriori inference.

Keywords: algorithm, algebraic Bayesian network, posteriori inference, events propagation, knowledge pattern.

Received: 27.02.2013



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