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Journal of Automation and Information Sciences

Erscheint 12 Ausgaben pro Jahr

ISSN Druckformat: 1064-2315

ISSN Online: 2163-9337

SJR: 0.173 SNIP: 0.588 CiteScore™:: 2

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Properties of Separation Procedures in the Models of Bayesian Networks

Volumen 44, Ausgabe 10, 2012, pp. 60-68
DOI: 10.1615/JAutomatInfScien.v44.i10.50
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ABSTRAKT

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.

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