On the Conditions of the VC Theory for Statistical Learning Applied to the Evaluation of Models for Complex Systems.
Aziz GuergachiPublished in: SMC (2005)
Keyphrases
- complex systems
- statistical learning
- mathematical models
- dynamic systems
- information theory
- physical systems
- statistical learning theory
- model selection
- biological systems
- supervised learning
- multi agent systems
- complex adaptive systems
- agent based models
- discrete event systems
- statistical inference
- probabilistic model
- similarity measure
- computational models
- particle filter
- information extraction
- feature selection
- complex biological systems