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Gerwald Lichtenberg, Saadia Faisal, Herbert Werner

An Appraoch to Dynamic Modelling of Gene Expression by Zhegalkin Polynomials

Keywords: Gene expression, microarray data, Zhegalkin polynomials

A new approach to modelling gene expression dynamics is presented. Unlike other modelling approaches, the presented method can cope with both: discrete biological rules, namely the canalizing property of gene interaction as well as continuous measurement data. This is possible due to the use of continuous valued Zhegalkin polynomials which are able to represent Boolean functions.

at – Automatisierungstechnik, Oldenbourg Wissenschaftsverlag

Print ISSN: 0178-2312
Volume: 53, 12/2005
Pages: 589 - 596

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