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Trudy SPIIRAN, 2013, Issue 25, Pages 190–203 (Mi trspy585)  

Sibling criterion for cyclicity of minimal joint graphs

K. V. Frolenkova, A. A. Filchenkovbc, A. L. Tulupyevcb

a Saint-Petersburg State University
b St. Petersburg State University, Department of Mathematics and Mechanics
c St. Petersburg Institute for Informatics and Automation of RAS
References:
Abstract: Due to the inability of some algorithms for global logical and probabilistic inference on cyclic secondary structure of algebraic Bayesian network (ABN) and a relatively large time complexity of the algorithm for constructing such a structure it’s appropriate to present a criterion which allows checking if the ABN is cycling before building the secondary structure. The paper offers such criterion, based on the analysis of the support structure (semi-sibling graph).
Keywords: algebraic Bayesian networks, probabilistic graphical knowledge models, global structure, primary structure acyclicity.
Received: 14.02.2013
Document Type: Article
Language: Russian
Citation: K. V. Frolenkov, A. A. Filchenkov, A. L. Tulupyev, “Sibling criterion for cyclicity of minimal joint graphs”, Tr. SPIIRAN, 25 (2013), 190–203
Citation in format AMSBIB
\Bibitem{FroFilTul13}
\by K.~V.~Frolenkov, A.~A.~Filchenkov, A.~L.~Tulupyev
\paper Sibling criterion for cyclicity of minimal joint graphs
\jour Tr. SPIIRAN
\yr 2013
\vol 25
\pages 190--203
\mathnet{http://mi.mathnet.ru/trspy585}
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