Etudes et comparaisons de critères de plans d'expériences optimaux pour l'estimation des paramètres d'un modèle de regression non linéaire. - Jean-Pierre Vila (1985)

Nonparametric estimation and filtering of uncertain nonlinear processes application to a nitrification process. - Nadine Hilgert; Jean-Pierre Vila (ECC, 1999)

Nonparametric Identification of Controlled Nonlinear Time Varying Processes. - Nadine Hilgert; Rachid Senoussi; Jean-Pierre Vila (SIAM J. Control. Optim., 2000)

Bayesian nonlinear model selection and neural networks: a conjugate prior approach. - Jean-Pierre Vila; Vérène Wagner; Pascal Neveu (IEEE Trans. Neural Networks Learn. Syst., 2000)

Radial basis network approach for nonlinear filtering in discrete time. - Vivien Rossi; Jean-Pierre Vila (IJCNN, 2003)

Multioutput feedforward neural network selection: a Bayesian approach. - Jean-Pierre Vila; Vivien Rossi (IJCNN, 2003)

Predictive neuro-control of uncertain systems: design and use of a neuro-optimizer. - Jean-Pierre Vila; Vérène Wagner (Autom., 2003)

Bayesian multioutput feedforward neural networks comparison: a conjugate prior approach. - Vivien Rossi; Jean-Pierre Vila (IEEE Trans. Neural Networks, 2006)

Adaptive threshold computation for CUSUM-type procedures in change detection and isolation problems. - Ghislain Verdier; Nadine Hilgert; Jean-Pierre Vila (Comput. Stat. Data Anal., 2008)

Optimality of CUSUM Rule Approximations in Change-Point Detection Problems: Application to Nonlinear State-Space Systems. - Ghislain Verdier; Nadine Hilgert; Jean-Pierre Vila (IEEE Trans. Inf. Theory, 2008)

New Prediction Interval and Band in the Nonlinear Regression Model: Application to Predictive Modeling in Foods. - Jean-Pierre Gauchi; Jean-Pierre Vila; Louis Coroller (Commun. Stat. Simul. Comput., 2010)

Nonparametric particle filtering approaches for identification and inference in nonlinear state-space dynamic systems. - Jean-Pierre Gauchi; Jean-Pierre Vila (Stat. Comput., 2013)