Modeling of Failure Prediction Bayesian Network with Divide-and-Conquer Principle

• Published in: Mathematical problems in engineering Vol. 2014; no. 2014; pp. 1 - 8
• Main Authors: Sun, Shu-dong, Si, Shubin, Si, Weitao, Cai, Zhi-qiang
• Format: Journal Article
• Language: English
• Published: Cairo, Egypt Hindawi Puplishing Corporation 01.01.2014; Hindawi Publishing Corporation; Hindawi Limited
• Subjects: Algorithms; Bayesian analysis; Compounds; Computer simulation; Conditional probability; Construction; Data mining; Decision theory; Effectiveness; Efficiency; Engineering; Failure; Helicopters; Information management; Mathematical models; Maximum likelihood estimation; Modelling; Network management systems; Networks; Nodes; Software reliability; Statistical methods; Studies

For system failure prediction, automatically modeling from historical failure dataset is one of the challenges in practical engineering fields. In this paper, an effective algorithm is proposed to build the failure prediction Bayesian network (FPBN) model with data mining technology. First, the conc...