Concepedia

Diesel Engine Valve Clearance Fault Diagnosis Based on Features Extraction Techniques and FastICA-SVM

Chang-Wen Liu, Fengrong Bi, Xiaoyang Bi, Xia Wang, Kang Shao

Chinese Journal of Mechanical Engineering · 2017 · 30 citations · 36 references

Concepts

ComputingAutomotive EngineeringComputer ScienceFeature EngineeringInternal Combustion EnginesMachine LearningEngine DiagnosticsFault DetectionFeature ExtractionKernel MethodsPattern RecognitionSupport Vector MachinesDiagnostic Feature ExtractionFeature Extraction For DiagnosticsNonlinear Support Vector Machines

References

36

A theory for multiresolution signal decomposition: the wavelet representation

Stéphane Mallat · IEEE Transactions on Pattern Analysis and Machine Intelligence · 1989 · 21.1K citations

Arts, Vision Science, Biomedical Signal Processing +16

A training algorithm for optimal margin classifiers

Bernhard E. Boser, Isabelle Guyon, Vladimir Vapnik · 1992 · 11.6K citations

Computing, Computer Science, Computer Vision +16

Characterization of Strange Attractors

Peter Grassberger, Itamar Procaccia · Physical Review Letters · 1983 · 4.8K citations

Natural Sciences, Mathematics, Physics +17

The local mean decomposition and its application to EEG perception data

Jonathan S. Smith · Journal of The Royal Society Interface · 2005 · 963 citations · Full text

Engineering, Neuroscience, Biomedical Signal Processing +16

Nonlinear dynamics, delay times, and embedding windows

H. S. Kim, R. Eykholt, José D. Salas · Physica D Nonlinear Phenomena · 1999 · 805 citations

Natural Sciences, Mathematics, Dynamical Systems +13