Fabien Campillo

Stochastic modeling of the chemostat

Fabien Campillo, Marc Joannides, Irène Larramendy–Valverde · Ecological Modelling · 2011 · 89 citations

Engineering, Stochastic System, Stochastic Dynamical System +3

Convolution Particle Filter for Parameter Estimation in General State-Space Models

Fabien Campillo, Vivien Rossi · IEEE Transactions on Aerospace and Electronic Systems · 2009 · 75 citations

Parameter Estimation, Nonlinear Filtering, Machine Learning +18

MLE for partially observed diffusions: direct maximization vs. the em algorithm

Fabien Campillo, François Le Gland · Stochastic Processes and their Applications · 1989 · 57 citations

Observed Diffusions, Em Algorithm, Engineering +9

Parameterization of a process-based tree-growth model: Comparison of optimization, MCMC and Particle Filtering algorithms

Cédric Gaucherel, Fabien Campillo, Laurent Misson et al. · Environmental Modelling & Software · 2008 · 52 citations · Full text

Engineering, Process Simulation Model, Particle Filtering Algorithms +8

Nonlinear system fault detection and isolation based on bootstrap particle filters

Qinghua Zhang, Fabien Campillo, Frédéric Cérou et al. · 2006 · 36 citations

Fault Diagnosis, Reliability Engineering, Nonlinear Filtering +12