System identification from small data sets using an output jittering method with application to model estimation of bioethanol production.
Jing YangHua-Liang WeiVisakan KadirkamanathanXiaofang LinPublished in: ICMLC (2012)
Keyphrases
- statistical model
- small data sets
- mathematical model
- input data
- network model
- modeling method
- study proposes
- parameter estimation
- cost function
- estimation algorithm
- probabilistic model
- high order
- test data
- sensitivity analysis
- similarity measure
- monte carlo simulation
- prediction model
- detection method
- significant improvement
- bp neural network
- theoretical analysis
- objective function
- clustering method
- parametric models
- gaussian distribution
- evaluation method
- analytical model
- linear model
- classification method
- maximum likelihood estimation
- evaluation model
- tree structure
- energy function
- reconstruction method
- model fitting
- semi parametric
- estimation process
- closed form
- probability density function
- em algorithm
- classification algorithm
- database
- prior information
- maximum likelihood
- data sets
- neural network
- feature selection
- estimation accuracy
- pairwise
- optical flow
- probability distribution
- support vector machine
- statistical methods
- recognition algorithm
- bayesian framework
- regression analysis
- kalman filter
- autoregressive
- optimization method