Concepedia

Dynamic Bayesian network for robust latent variable modeling and fault classification

Junhua Zheng, Jinlin Zhu, Guang-Jie Chen, Zhihuan Song, Zhiqiang Ge

Engineering Applications of Artificial Intelligence · 2020 · 20 citations · 54 references

Concepts

ComputingComputational EngineeringSystems EngineeringBayesian Data AnalysisDynamical SystemsMachine LearningBayesian InferenceBayesian StatisticsFault DetectionFault DiagnosisLatent Variable ModelingLatent Variable ModelsBayesian Dynamic ModelsBayesian Network Latent Variable ModelsData-driven Fault DiagnosisDynamic Latent Variable ModelsFault ClassificationFault Diagnosis ModelsMachine Fault Classification

References

54

Missing data: Our view of the state of the art.

Joseph L. Schafer, J. A. Graham · Psychological Methods · 2002 · 10.9K citations

Public Health, Biostatistics, Data Science +17

Probabilistic Principal Component Analysis

Michael E. Tipping, Chris Bishop · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1999 · 3.7K citations · Full text

Education, Biostatistics, Bayesian Data Analysis +11

A plant-wide industrial process control problem

James J. Downs, E. F. Vogel · Computers & Chemical Engineering · 1993 · 3.2K citations

Engineering, Industrial Engineering, Systems Engineering +12

Dynamic bayesian networks: representation, inference and learning

Kevin P. Murphy, Stuart Russell · 2002 · 2.6K citations

Computing, Mathematics, Bayesian Data Analysis +11

Proceedings of the 23rd international conference on Machine learning

William W. Cohen, Andrew Moore · 2006 · 2.6K citations

Computing, Computer Science, Algorithms +4