Constructing energy expenditure regression model using heart rate with reduced training time.
Zhen XuChengzhi ZongRoozbeh JafariPublished in: EMBC (2015)
Keyphrases
- regression model
- heart rate
- blood pressure
- regression analysis
- model selection
- prediction model
- regression methods
- heart rate variability
- physiological signals
- kernel regression
- explanatory variables
- generalized linear models
- linear regression model
- linear model
- gaussian process
- locally weighted
- physical activity
- training set
- regression trees
- support vector regression
- multivariate regression
- ecg signals
- independent variables
- regression method
- interval valued data
- semi parametric
- vital signs
- high dimensional
- response variable
- neural network