DocumentCode
2904096
Title
Sensitivity Analysis of Bayesian Networks and Its Application for Service Engineering
Author
Chan, Hei
Author_Institution
Center for Service Eng., Nat. Inst. of Adv. Ind. Sci. & Technol., Tokyo, Japan
fYear
2009
fDate
4-7 Dec. 2009
Firstpage
551
Lastpage
556
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;
fLanguage
English
Publisher
ieee
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
Type
conf
DOI
10.1109/SoCPaR.2009.110
Filename
5368675
Link To Document