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EMG feature evaluation for improving myoelectric pattern recognition robustness

Expert Systems with Applications · 2013 · Vol. 40(12) · pp. 4832–4840
Angkoon PhinyomarkFranck QuaineSylvie CharbonnierChristine ServièreFranck Tarpin-BernardYann Laurillau
Muscle activation and electromyography studiesEEG and Brain-Computer InterfacesAdvanced Sensor and Energy Harvesting MaterialsPattern recognition (psychology)Computer scienceArtificial intelligenceSample entropyLinear discriminant analysisRobustness (evolution)Support vector machineClassifier (UML)SegmentationRoot mean square
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References
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Expert Systems with Applications · 2012 · 1,464 citations
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IEEE Transactions on Biomedical Engineering · 1993 · 2,108 citations
A wavelet-based continuous classification scheme for multifunction myoelectric control
IEEE Transactions on Biomedical Engineering · 2001 · 695 citations
Support Vector Machine-Based Classification Scheme for Myoelectric Control Applied to Upper Limb
IEEE Transactions on Biomedical Engineering · 2008 · 816 citations
Random Forests
Machine Learning · 2001 · 121,242 citations
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EMG feature evaluation for improving myoelectric pattern recognition robustness · Scinovex