Feature selection and dimensionality reduction: An extensive comparison in hand gesture classification by sEMG in eight channels armband approach
José Jair Alves Mendes, Melissa La Banca Freitas, Hugo Valadares Siqueira, André Eugênio Lazzaretti, Sérgio Francisco Pichorim, Sérgio Luiz Stevan
Topics & Concepts
IsomapDimensionality reductionPattern recognition (psychology)Artificial intelligenceFeature selectionComputer scienceLinear discriminant analysisFeature vectorSupport vector machinek-nearest neighbors algorithmFeature extractionGesture recognitionClassifier (UML)Feature (linguistics)Principal component analysisGestureNonlinear dimensionality reductionMachine learningLinguisticsPhilosophyMuscle activation and electromyography studiesEEG and Brain-Computer InterfacesHand Gesture Recognition Systems