An ensemble-based regression approach for continuous estimation of wrist and fingers movements from surface electromyography.
Rami AlazraiAlá F. KhalifehNasim AlnumanDeena AlabedYaser MowafiPublished in: EMBC (2016)
Keyphrases
- regression problems
- three dimensional
- regression model
- shape estimation
- ordinary least squares
- robust regression
- semi parametric
- nonparametric regression
- d objects
- parameter estimation
- learning algorithm
- piecewise linear
- estimation problems
- model selection
- emg signals
- continuous valued
- robust estimation
- ensemble learning
- regression analysis
- density estimation
- linear regression
- range data
- random forests
- machine learning
- support vector regression
- regression methods
- ensemble methods
- regression algorithm
- ridge regression
- cross validation
- genetic programming
- multi class
- support vector
- training data
- simultaneously estimating