Concepedia

An experimental methodology to evaluate machine learning methods for fault diagnosis based on vibration signals

Thomas W. Rauber, Antonio Luiz da Silva Loca, Francisco de Assis Boldt, Alexandre Rodrigues, Flávio Miguel Varejão

Expert Systems with Applications · 2020 · 99 citations · 58 references

Concepts

ComputingComputer ScienceMechanical EngineeringMachine LearningTime Series AnalysisVibrationDiagnosisDiagnosticsFault DetectionFault DiagnosisPattern RecognitionVibration MonitoringExperimental MethodologyFault Detection Using Machine LearningMachine Learning For Fault DetectionMachine Learning For Vibration MonitoringMachine Learning-based DiagnosisMachine Learning-based Fault DiagnosisVibration-based Diagnostics

References

58

Random Forests

Leo Breiman · Machine Learning · 2001 · 126.2K citations · Full text

Controlling the False Discovery Rate: A Practical and Powerful Approach to Multiple Testing

Yoav Benjamini, Yosef Hochberg · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 1995 · 108.7K citations

Natural Sciences, Biostatistics, A/b Testing +13

A Simple Sequentially Rejective Multiple Test Procedure

Sture Holm · Scandinavian Journal of Statistics · 1979 · 21.8K citations

Business, Biostatistics, A/b Testing +8

Nearest neighbor pattern classification

Thomas M. Cover, Peter E. Hart · IEEE Transactions on Information Theory · 1967 · 16.1K citations

Computing, Computer Science, Data Mining +11

The Nature of Statistical Learning Theory

Stephan R. Sain, Vladimir Vapnik · Technometrics · 1996 · 4.1K citations

Computing, Computer Science, Mathematics +11