Simplification of biochemical models: a general approach based on the analysis of the impact of individual species and reactions on the systems dynamics.
Irina SurovtsovaNatalia SimusKatrin HübnerSven SahleUrsula KummerPublished in: BMC Syst. Biol. (2012)
Keyphrases
- complex systems
- experimental data
- statistical models
- physical systems
- special case
- expert systems
- probabilistic model
- closely related
- agent based simulations
- chemical reactions
- learning systems
- intelligent systems
- software development
- parameter estimation
- building blocks
- neural network
- process model
- knowledge based systems
- dynamical systems
- dynamic model
- classification models
- mathematical models
- finite state machines
- biological systems
- simulation models
- decision trees
- information retrieval