Concepedia

Fault diagnosis of low speed bearing based on relevance vector machine and support vector machine

Achmad Widodo, Eric Y. Kim, Jong-Duk Son, Bo‐Suk Yang, Andy Tan, Dong-Sik Gu, Byeong-Keun Choi, Joseph Mathew

Expert Systems with Applications · 2008 · 318 citations · 30 references

Concepts

ComputingComputer ScienceData MiningFeature EngineeringMachine LearningCondition MonitoringDiagnosisDiagnosticsFault DetectionFault DiagnosisSupport Vector MachinesBearing Fault DiagnosisBearing FaultsBearingsMachine Fault DiagnosisRelevance Vector MachinesRotating Machinery DiagnosticsSupport Vector ClassificationSupport Vector Machine Classification

References

30

Principal component analysis

Svante Wold, Kim H. Esbensen, Paul Geladi · Chemometrics and Intelligent Laboratory Systems · 1987 · 11.5K citations

Natural Sciences, Biostatistics, Data Analytics +5

Independent component analysis: algorithms and applications

Aapo Hyvärinen, Erkki Oja · Neural Networks · 2000 · 8.8K citations

Computing, Computer Science, Machine Learning +7

Principal Component Analysis

Colin Goodall, Ian T. Jolliffe · Technometrics · 1988 · 8.7K citations

Natural Sciences, Biostatistics, Data Analytics +5

Nonlinear Component Analysis as a Kernel Eigenvalue Problem

Bernhard Schölkopf, Alexander J. Smola, Klaus‐Robert Müller · Neural Computation · 1998 · 8.1K citations

Computing, Computer Science, Computer Vision +14

Advances in kernel methods: support vector learning

Bernhard Schölkopf, Christopher J. C. Burges, Alexander J. Smola · 1999 · 5.8K citations

Computing, Computer Science, Data Mining +16