Growing Models from the Bottom Up. an Evaluation-Based Incremental Modelling Method (EBIMM) Applied to the Simulation of Systems of Cities.
Clémentine CottineauPaul ChapronRomain ReuillonPublished in: J. Artif. Soc. Soc. Simul. (2015)
Keyphrases
- complex systems
- significant improvement
- high accuracy
- preprocessing
- pairwise
- prior knowledge
- cost function
- computational cost
- statistical model
- segmentation method
- machine learning
- evaluation method
- prediction model
- monte carlo simulation
- statistical methods
- clustering method
- edge detection
- evolutionary algorithm
- objective function
- gold standard
- analytical model
- simulation models
- parameter estimation
- linear regression
- detection method
- probabilistic model
- learning algorithm