PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

Learning a dynamical modle of gene regulatory network
Florence d'Alché-Buc, Pierre-Jean Lahaye, Bruno-Edouard Perrin, Liva Ralaivola, Todor Vujasinovic and Samuele Bottani
In: Bioinformatics Using Computational Intelligence Paradigms Series: Studies in Fuzziness and Soft Computing , 176 (176). (2005) Springer , pp. 93-117. ISBN 3-540-22901-9


This chapter is devoted the definition of a second-order model of gene regulatory networks, the development of an appropriate learning algorithm based on a dynamic bayesian network and its application to a real biological problem.

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EPrint Type:Book Section
Project Keyword:Project Keyword UNSPECIFIED
Subjects:Learning/Statistics & Optimisation
ID Code:1352
Deposited By:Florence d'Alché-Buc
Deposited On:28 November 2005