PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

EPrints submitted by Nicolas Brunel

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Number of EPrints submitted by this user: 5

Algorithms for parameter estimation of differential equations based on nonparametric estimators
Nicolas J-B. Brunel and Florence d'Alché-Buc
In: SFDS, 30/05 - 31/06, Montreal.

Parameter estimation of ODE’s via nonparametric estimators
Nicolas J-B. Brunel
Electronic Journal of Statistics Volume 2, pp. 1242-1267, 2008.

Modeling and unsupervised classification of multivariate hidden Markov chains with copulas
Nicolas J-B. Brunel, Jerôme Lapuyade-Lahorgue and Wojciech Pieczynski
IEEE Transactions on Automatic Control 2007.

Module extraction in autoregressive models : application to gene regulatory networks inference.
Nicolas J-B. Brunel, Yousri Slaoui and Florence d'Alché-Buc
In: Second International Workshop on Machine Learning in Systems Biology, 13-14 septembre 2008, Bruxelles.

Estimation of Differential Equations via Nonparametric Methods: Applications in Systems Biology
Nicolas J-B. Brunel and Florence d'Alché-Buc
In: Joint Congress of Société Statistique du Canada et de la Société Française de Statistique, 25-29 may 2008, Monteral, Canada.