A method of creation and simulation of complex models of physiological systems for example of respiratory mechanics analogue.
Ireneusz JablonskiPublished in: SSD (2012)
Keyphrases
- complex systems
- mathematical model
- monte carlo simulation
- model selection
- high accuracy
- detection method
- significant improvement
- modeling method
- support vector machine
- similarity measure
- support vector machine svm
- feature set
- probabilistic model
- dynamic programming
- cost function
- pairwise
- machine learning methods
- mathematical models
- parameter estimation
- parametric models
- simulation models
- finite element method
- agent based models
- linear regression
- high precision
- statistical model
- distributed systems
- expert systems
- preprocessing
- computational complexity