- Tytuł:
- Node assignment problem in Bayesian networks
- Autorzy:
-
Polańska, J.
Borys, D.
Polański, A. - Powiązania:
- https://bibliotekanauki.pl/articles/908425.pdf
- Data publikacji:
- 2006
- Wydawca:
- Uniwersytet Zielonogórski. Oficyna Wydawnicza
- Tematy:
-
biostatystyka
sieci bayesowskie
przedział ufności
biostatistics
Bayesian networks
maximum likelihood
confidence intervals - Opis:
- This paper deals with the problem of searching for the best assignments of random variables to nodes in a Bayesian network (BN) with a given topology. Likelihood functions for the studied BNs are formulated, methods for their maximization are described and, finally, the results of a study concerning the reliability of revealing BNs’ roles are reported. The results of BN node assignments can be applied to problems of the analysis of gene expression profiles.
- Źródło:
-
International Journal of Applied Mathematics and Computer Science; 2006, 16, 2; 233-240
1641-876X
2083-8492 - Pojawia się w:
- International Journal of Applied Mathematics and Computer Science
- Dostawca treści:
- Biblioteka Nauki
Artykuł