Applying data-flow analysis to models a novel approach for model analysis.
Christian SaadBernhard BauerPublished in: SpringSim (2010)
Keyphrases
- flow analysis
- empirical data
- experimental data
- accurate models
- probabilistic model
- prior knowledge
- predictive model
- models built
- data analysis
- learning models
- data sets
- learned models
- prediction model
- statistical models
- statistical analysis
- data collection
- forensic analysis
- input data
- test data
- data processing
- modeling framework
- classification models
- subject specific
- metamodel
- historical data
- statistical methods
- bayesian framework
- computational model
- parameter estimation
- probability distribution
- dimensional vector
- computational models
- neural network
- temporal dependencies
- decision making
- data sources
- discrete data
- data points
- data mining techniques
- parametric models
- autoregressive
- data structure
- training data
- hybrid model
- regression model
- statistical model
- explanatory variables
- database