Models within Models: Taming Model Complexity Using the Sub-model Lattice.
Pierre KelsenQin MaChristian GlodtPublished in: FASE (2011)
Keyphrases
- probabilistic model
- analytical model
- computational model
- statistical models
- prediction model
- high level
- generic model
- computational models
- experimental data
- modeling framework
- bayesian framework
- metamodel
- classification models
- statistical model
- autoregressive
- management system
- mathematical models
- decision trees
- stochastic model
- learned models
- accurate models
- neural network model
- prior knowledge
- probability distribution
- predictive model
- machine learning
- goodness of fit
- similarity measure
- independence assumption
- nonlinear models
- generative model
- theoretical framework
- formal model
- complex systems
- hybrid model
- linear model
- monte carlo simulation
- mathematical model
- conceptual model
- linear regression