The Scientific Method of Choosing Model Fidelity.
Michael P. BaileyWilliam G. KemplePublished in: WSC (1992)
Keyphrases
- mathematical model
- statistical model
- prior knowledge
- cost function
- network model
- theoretical analysis
- similarity measure
- energy function
- sensitivity analysis
- computational model
- probabilistic model
- study proposes
- reconstruction method
- linear model
- markov model
- prediction model
- detection method
- preprocessing
- objective function
- test data
- evaluation method
- bp neural network
- linear regression
- tree structure
- parameter estimation
- high accuracy
- optimization method
- regression model
- regression analysis
- em algorithm
- input data
- hybrid model
- analytical model
- classification method
- pairwise
- significant improvement
- dynamic programming
- hybrid method
- monte carlo simulation
- support vector machine svm
- clustering method
- bayesian framework
- closed form
- high order
- neural network