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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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Sonraí Bibleagrafaíochta
Main Authors: McKinney, B.A., Tian, D.
Formáid: Artigo
Teanga:Inglês
Foilsithe: Libertas Academica 2008
Ábhair:
Rochtain Ar Líne:https://ncbi.nlm.nih.gov/pmc/articles/PMC2623294/
https://ncbi.nlm.nih.gov/pubmed/19259421
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