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Grammatical Immune System Evolution for Reverse Engineering Nonlinear Dynamic Bayesian Models

An artificial immune system algorithm is introduced in which nonlinear dynamic models are evolved to fit time series of interacting biomolecules. This grammar-based machine learning method learns the structure and parameters of the underlying dynamic model. In silico immunogenetic mechanisms for the...

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Detalhes bibliográficos
Main Authors: McKinney, B.A., Tian, D.
Formato: Artigo
Idioma:Inglês
Publicado em: Libertas Academica 2008
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC2623294/
https://ncbi.nlm.nih.gov/pubmed/19259421
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