Title :
Sensitivity Analysis of Bayesian Networks and Its Application for Service Engineering
Author_Institution :
Center for Service Eng., Nat. Inst. of Adv. Ind. Sci. & Technol., Tokyo, Japan
Abstract :
This paper summarizes the research on sensitivity analysis of Bayesian networks, and also discusses its application for the recently developed field of service engineering, where sensitivity analysis can play an important role in the modeling of large-scale data.
Keywords :
belief networks; data models; sensitivity analysis; Bayesian networks; large-scale data; sensitivity analysis; service engineering; Bayesian methods; Data analysis; Data engineering; Diseases; Knowledge engineering; Large-scale systems; Manufacturing industries; Medical diagnostic imaging; Medical treatment; Sensitivity analysis; Bayesian networks; Data modeling; Sensitivity analysis; Service engineering; Uncertainty and probabilistic reasoning;
Conference_Titel :
Soft Computing and Pattern Recognition, 2009. SOCPAR '09. International Conference of
Conference_Location :
Malacca
Print_ISBN :
978-1-4244-5330-6
Electronic_ISBN :
978-0-7695-3879-2
DOI :
10.1109/SoCPaR.2009.110
