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Trudy SPIIRAN, 2010, Issue 12, Pages 97–118 (Mi trspy373)  

This article is cited in 20 scientific papers (total in 20 papers)

Algebraic Bayesian networks secondary structure analysis features

A. A. Fil'chenkovab, A. L. Tulupyevab, A. V. Sirotkina

a St. Petersburg Institute for Informatics and Automation of RAS
b St. Petersburg State University, Department of Mathematics and Mechanics
References:
Abstract: The goal of this work is to generalize structure analysis of minimal join graphs representing algebraic Bayesian network secondary structure on common join graphs representing the same structure. A term system spreading the existing one with common join graphs is designed. New join graph properties are researched. Two lemmas characterizing an homage (product of a minimal join graph compression) as a minimal curia (product of a join graph compression) are proven. Theorem on minimal join graph proof is simplified.
Keywords: algebraic Bayesian networks, secondary structure, join graphs, automated learning, machine learning, structure synthesis.
Received: 06.12.2010
Accepted: 06.12.2010
Document Type: Article
UDC: 004.8
Language: Russian
Citation: A. A. Fil'chenkov, A. L. Tulupyev, A. V. Sirotkin, “Algebraic Bayesian networks secondary structure analysis features”, Tr. SPIIRAN, 12 (2010), 97–118
Citation in format AMSBIB
\Bibitem{FilTulSir10}
\by A.~A.~Fil'chenkov, A.~L.~Tulupyev, A.~V.~Sirotkin
\paper Algebraic Bayesian networks secondary structure analysis features
\jour Tr. SPIIRAN
\yr 2010
\vol 12
\pages 97--118
\mathnet{http://mi.mathnet.ru/trspy373}
Linking options:
  • https://www.mathnet.ru/eng/trspy373
  • https://www.mathnet.ru/eng/trspy/v12/p97
  • This publication is cited in the following 20 articles:
    Citing articles in Google Scholar: Russian citations, English citations
    Related articles in Google Scholar: Russian articles, English articles
    Informatics and Automation
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    Abstract page:333
    Full-text PDF :107
    References:46
    First page:1
     
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