Classification of human hand movements based on EMG signals using nonlinear dimensionality reduction and data fusion techniques.
Neta RabinMaayan KahlonSarit MalayevAnat RatnovskyPublished in: Expert Syst. Appl. (2020)
Keyphrases
- data fusion
- nonlinear dimensionality reduction
- hand movements
- multi sensor
- classification accuracy
- pattern recognition
- human communication
- manifold learning
- dimensionality reduction methods
- eye gaze
- dimensionality reduction
- image classification
- feature selection
- low dimensional
- feature set
- human subjects
- high dimensional data
- data sets
- principal component analysis
- support vector machine
- feature vectors
- training set
- data analysis
- machine learning
- data mining