Title :
Application of the Bayesian Networks In the Informational Modeling
Author :
Shatovskaya, Tatyana ; Repka, Victoria ; Good, Anastasia
Author_Institution :
Kharkov Nat. Univ. of Radio Electron., Kharkov
fDate :
Feb. 28 2006-March 4 2006
Abstract :
Bayesian belief networks as powerful tools for modeling causes and effects in a wide variety of domains. Using of compact networks of probabilities that capture the probabilistic relationship between variables, as well as historical information about their relationships.
Keywords :
belief networks; probability; Bayesian belief networks; compact networks; informational modeling; probabilities; Bayesian methods; Expert systems; Humans; Mathematical model; Power system modeling; Probability; Rain; Robustness; Shape; Uncertainty; Bayesian belief networks; Expert system; Informational modeling; Probability;
Conference_Titel :
Modern Problems of Radio Engineering, Telecommunications, and Computer Science, 2006. TCSET 2006. International Conference
Conference_Location :
Lviv-Slavsko
Print_ISBN :
966-553-507-2
DOI :
10.1109/TCSET.2006.4404462
