An Investigation of Dimensionality Reduction Techniques for EMG-based Force Estimation.
Gelareh HajianAli EtemadEvelyn MorinPublished in: EMBC (2019)
Keyphrases
- dimensionality reduction
- intrinsic dimensionality
- high dimensional data
- high dimensional
- principal component analysis
- structure preserving
- high dimensionality
- estimation algorithm
- genetic algorithm
- estimation accuracy
- maximum likelihood estimation
- data representation
- pattern recognition
- feature extraction
- low dimensional
- principal components
- optical flow
- feature space
- accurate estimation
- image processing
- nonlinear dimensionality reduction
- learning algorithm
- neural network
- pattern recognition and machine learning