Inscrição na biblioteca: Guest
Portal Digital Begell Biblioteca digital da Begell eBooks Diários Referências e Anais Coleções de pesquisa
Journal of Automation and Information Sciences
SJR: 0.238 SNIP: 0.464 CiteScore™: 0.27

ISSN Imprimir: 1064-2315
ISSN On-line: 2163-9337

Volumes:
Volume 51, 2019 Volume 50, 2018 Volume 49, 2017 Volume 48, 2016 Volume 47, 2015 Volume 46, 2014 Volume 45, 2013 Volume 44, 2012 Volume 43, 2011 Volume 42, 2010 Volume 41, 2009 Volume 40, 2008 Volume 39, 2007 Volume 38, 2006 Volume 37, 2005 Volume 36, 2004 Volume 35, 2003 Volume 34, 2002 Volume 33, 2001 Volume 32, 2000 Volume 31, 1999 Volume 30, 1998 Volume 29, 1997 Volume 28, 1996

Journal of Automation and Information Sciences

DOI: 10.1615/JAutomatInfScien.v44.i10.50
pages 60-68

Properties of Separation Procedures in the Models of Bayesian Networks

Alexandra A. Vagis
V.M. Glushkov Institute of Cybernetics of National Academy of Sciences of Ukraine, Kiev, Ukraine
Artur S. Koval
Kiev department of Moscow Physico-technical Institute of Physico-technical Scientific and Training Center of National Academy of Sciences of Ukraine

RESUMO

It is shown that for discrete objects, constructed on limited samples, there are examples that confirm both the faithfulness assumption, and examples for which they are not fulfilled. Thus, the properties of separation procedures for the continuous models do not hold for discrete objects.

Referências

  1. Pearl J. , Causality: models, reasoning, and inference, Cambridge Univ.

  2. Spirtes P., Glymour C, Scheines R. , Causation, prediction and search (2nd ed.).

  3. Neapolitan R.E. , Learning Bayesian networks, Prentice Hall, Upper Saddle River, 2004.

  4. Sergienko I.V., Gupal A.M., Vagis A.A. , Symmetry in encoding genetic information in DNA.

  5. Sergienko I.V., Gupal A.M., Vagis A.A. , Symmetry and properties of the recording information in DNA.

  6. Boss V. , Lectures on mathematics, V. 12, Countrexamples and paradoxes [in Russian].


Articles with similar content:

Multiscale Selection and Detection of Signals
Telecommunications and Radio Engineering, Vol.68, 2009, issue 12
A. Kh. Sultanov, V. Kh. Bagmanov
Bayesian Network as Instrument of Intelligent Data Analysis
Journal of Automation and Information Sciences, Vol.39, 2007, issue 8
Alexander N. Terentyev, Petr I. Bidyuk, L. A. Korshevnyuk
On Raising Efficiency of Realization of Iterative Grouping Methods
Journal of Automation and Information Sciences, Vol.34, 2002, issue 2
Nikolay A Ignatyev
The Problem of Forming the Structure of Eigenvectors of State Matrix of Continuous Stable System which Guarantees the Absence of Deviation of Its Trajectories from Monotonically Decreasing Curve of Free Motion
Journal of Automation and Information Sciences, Vol.49, 2017, issue 1
Nina A. Vunder, Anatoliy V. Ushakov
CORRELATION VISUALIZATION FOR STRUCTURAL UNCERTAINTY ANALYSIS
International Journal for Uncertainty Quantification, Vol.3, 2013, issue 2
Rudiger Westermann, Tobias Pfaffelmoser