Concepedia

Active learning for new-fault class sample recovery in electrical submersible pump fault diagnosis

Luciano Henrique Peixoto da Silva, Lucas Henrique Sousa Mello, Alexandre Rodrigues, Flávio Miguel Varejão, Marcos Pellegrini Ribeiro, Thiago Oliveira-Santos

Expert Systems with Applications · 2022 · 23 citations · 20 references

Concepts

EngineeringComputer ScienceElectrical EngineeringMachine LearningSubsea EngineeringActive LearningCondition MonitoringDiagnosticsElectric Submersible PumpsFault DetectionFault DiagnosisActive Learning DesignData-driven Fault DiagnosisElectric Submersible Pump DiagnosticsElectrical Submersible Pump ModelingLearning-based Fault RecoveryMachine Learning-based Fault DiagnosisPump Fault Diagnosis

References

20

A Mathematical Theory of Communication

Claude E. Shannon · Bell System Technical Journal · 1948 · 80.7K citations

Engineering, Communication, Electrical Engineering +11

Scikit-learn: Machine Learning in Python

Fabián Pedregosa, Gaël Varoquaux, Alexandre Gramfort et al. · arXiv (Cornell University) · 2012 · 63.7K citations · Full text

Computing, Computer Science, Artificial Intelligence +10

Active Learning Literature Survey

Burr Settles · Minds at UW (University of Wisconsin) · 2009 · 4.8K citations · Full text

Computing, Computer Science, Machine Learning +9

2011 International Joint Conference on Neural Networks

H. AMADOU BOUBACAR, S. Maouche · IEEE Transactions on Neural Networks · 2010 · 1.5K citations

Computing, Computer Science, Artificial Intelligence +13

Inference for the Generalization Error

Claude Nadeau · Machine Learning · 2003 · 959 citations · Full text

Natural Sciences, Biostatistics, Experimental Design +16