Concepedia

Research on decision-level fusion method based on structural causal model in system-level fault detection and diagnosis

Haoyuan Pu, Zhi Chen, Jie Liu, Changan Ren, Hua Liu, Yifan Jian

Engineering Applications of Artificial Intelligence · 2023 · 30 citations · 18 references

Concepts

EngineeringComputer ScienceSystems EngineeringModel-based Systems EngineeringSystems AnalysisDecision-level FusionDiagnosisDiagnosticsFault DetectionFault DiagnosisFault ModelingCausal Model SpecificationFault Diagnosis AlgorithmsModel-based Fault DetectionModel-based Fault DiagnosisSystem Fault Diagnosis

References

18

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

Unbiased Scene Graph Generation From Biased Training

Kaihua Tang, Yulei Niu, Jianqiang Huang et al. · 2020 · 728 citations

Computing, Computer Science, Causal Inference +15

A survey on machine learning for data fusion

Tong Meng, Xuyang Jing, Zheng Yan et al. · Information Fusion · 2019 · 650 citations · Full text

Computing, Computer Science, Data Science +14

Causal inference and the data-fusion problem

Elias Bareinboim, Judea Pearl · Proceedings of the National Academy of Sciences · 2016 · 628 citations · Full text

Computing, Data Science, Big Data Analytics +16

Improving the accuracy of medical diagnosis with causal machine learning

Jonathan G. Richens, Ciarán M. Lee, Saurabh Johri · Nature Communications · 2020 · 601 citations · Full text

Public Health, Health Informatics, Causal Inference +16