Parameter estimation of complex mathematical models of human physiology using remote simulation distributed in scientific cloud.
Tomás KulhánekMarek MatejakJan SilarJirí KofránekPublished in: BHI (2014)
Keyphrases
- mathematical models
- parameter estimation
- complex systems
- computational models
- mathematical model
- maximum likelihood
- model selection
- physical processes
- least squares
- markov random field
- physical phenomena
- em algorithm
- experimental data
- statistical models
- random fields
- approximate inference
- parameter estimation algorithm
- artificial intelligence
- expectation maximization
- cloud computing
- parameters estimation
- posterior distribution
- dynamic systems
- structure learning
- estimation problems
- parameter estimates
- ordinary differential equations
- model fitting
- cooperative
- computational model
- parameter values
- three dimensional
- clustering algorithm
- position estimation
- dynamic model
- data mining