publications
In preparation
- Fabien Campillo, Angelo Raherinirina, and Rivo Rakotozafy. Markovian modelling of agricultural successions.
- Fabien Campillo, Nicolas Desassis, and Marc Joannides. Algorithms for a spatially explicit Markovian individual-based model for terrestrial plant dynamics.
2010
- Fabien Campillo and Marc Joannides. Modèles logistiques dé´terministes et stochastiques. In Proceedings of the 10th International African Conference on Research in Computer Science and Applied mathematics (CARI'10), October 18-21, Yamoussoukro, Côte d'Ivoire, 2010. Submitted. [pdf]
2009
- Fabien Campillo and Marc Joannides. A spatially explicit Markovian individual-based model for terrestrial plant dynamics. Arxiv e-print 0904.3632v1 - 2009 [link]
- Fabien Campillo and Vivien Rossi. Convolution filter based methods for parameter estimation in general state–space models. IEEE Transactions on Aerospace and Electronic Systems, 2009, 45(3): 1063-1071. [pdf]
- Fabien Campillo, Rivo Rakotozafy, and Vivien Rossi. Parallel and interacting Markov chain Monte Carlo algorithm. Mathematics and Computers in Simulation, Volume 79, Issue 12, August 2009, Pages 3424-3433. [link|pdf]
- Fabien Campillo, Nicolas Champagnat and Pierre Del Moral. Individual-based models of prairial ecosystems. ANR project MODECOL, Intermediate report, June 2009. [pdf]
- Fabien Campillo. Markovian individual-based models in computational ecology. ANR project MODECOL, Intermediate report, June 2009. [pdf]
- Fabien Campillo, Marc Joannides. A spatially explicit Markovian individual-based model for terrestrial plant dynamics, in International Conference on Approximation Methods and Numerical Modelling in Environment and Natural Resources, MAMERN'09, Pau, France, 2009. [pdf]
2008
- Fabien Campillo, Vivien Rossi, and Rivo Rakotozafy. Computational probability modeling and Bayesian infe-
rence. ARIMA – 2007 Conference in Honor of Claude Lobry, 9 :123–143, 2008. [pdf]
- Cédric Gaucherel, F. Campillo, L. Misson, J. Guiot, and J.-J. Boreux. Parameterization of a process-based tree-growth model : comparison of optimization, MCMC and particle filtering algorithms. Environmental Modelling and
Software, 23(10-11) :1280–1288, 2008. [pdf]
- Fabien Campillo, Philippe Cantet, Rivo Rakotozafy, and Vivien Rossi. Méthodes MCMC en interaction pour
l’évaluation de ressources naturelles. ARIMA, 8 :64–80, 2008. [pdf|MathSciNet]
- Fabien Campillo, Nicolas Desassis, and Vivien Rossi. Individual-based modelling of spatio-temporal of forest dynamics. In Joint Meeting of the Statistical Society of Canada and the Société Française de Statistique May 25 to 29, 2008 at the Ottawa Congress Centre, 2008. Abstract.
- Fabien Campillo and Nicolas Desassis. Stochastic spatio-temporal modeling of forest dynamics. In International Biometric Conference, 13-18 July, 2008, Dublin, Irland, 2008. Abstract.
- Fabien Campillo, Angelo Raherinirina, and Rivo Rakotozafy. Un modèle markovien de transition agraire. In 9e Colloque Africain sur la Recherche en Informatique et en Mathématiques Appliquées (CARI), 27-30 Octobre 2008, Rabat, Maroc, 2008. [pdf]
2007
- Fabien Campillo, Gilles Canales, and Laurent Mevel. Particle based confidence intervals. In International Operational Modal Analysis Conference (IOMAC), Copenhagen, 2007.
- Fabien Campillo, Rakotozafy Rakotozafy, and Vivien Rossi. Bayesian numerical inference for hidden Markov models. In International Conference on Applied Statistics for Development in Africa Sada’07, 2007. [pdf]
- F. Campillo, R. Rakotozafy, and V. Rossi. Bayesian numerical inference for Markovian models – application to tropical forest dynamics. In International Conference on Approximation Methods and Numerical Modelling in Environment and Natural Resources, Granada, Spain, 2007. [pdf]
before 2007
- Fabien Campillo, Rivo Rakotozafy, and Vivien Rossi. Analyse bayésienne de modèles markoviens d’évolution de ressources naturelles. In CARI’06, Cotonou, Bénin, 2006.
- Fabien Campillo and Vivien Rossi. Convolution particle filtering for parameter estimation in general state-space models. In Proceedings of the 45th IEEE Conference on Decision and Control, San Diego (USA), December 2006.
- with
L. Mevel. Recursive maximum likelihood estimation for
structural health monitoring: tangent filter implementations. Proceedings
of the 44th IEEE Conference on Decision and Control, and the European Control
Conference 2005 Seville, Spain, December 12-15, 2005 [pdf|slides]
- with Qinghua Zhang, Frédéric
Cérou and François LeGland, Nonlinear System Fault Detection
and Isolation Based on Bootstrap Particle Filters, Proceedings of the
joint 44th IEEE Conference on Decision and Control and 8th European Control
Conference, Seville, December 12-15, 2005, pp. 3821-3826 [pdf]
- with R. Rakotozafy. MCMC
for nonlinear/non-Gaussian state-space models, Application to fishery stock
assessment. In Colloque Africain sur la Recherche en Informatique CARI'04,
Hammamet, Tunisia, 305-312, 2004. [pdf]
- with
R. Rakotozafy. Modèles à espace d'états
non linéaires/non gaussiens et inférence bayésienne par
méthode MCMC - une application en évaluation des stocks halieutiques. XXXVIèmes Journées de Statistique, 24 au 28 mai 2004, Montpellier.
[pdf]
- Quelques
applications des processus de diffusion: filtrage/statistique - contrôle
- homogénéisation. Habilitation
à diriger des recherches, Université de Rennes 1, 2004. [web site]
- with A. Lejay. A
Monte Carlo method without grid for a fractured porous domain model. Monte Carlo Methods and Applications, 8(2): 129-148, 2002. [pdf|MathSciNet]
- with A.L. Piatniski. Effective
diffusion in vanishing viscosity. In Nonlinear Partial Differential
Equations and Their Applications. Collège de France Seminar Volume
XIV. D. Cioranescu, J.-L. Lions (Eds.), Studies in Mathematics and its Applications,
31, 133-145, Elsevier, North-Holland, (2002). [pdf|MathSciNet]
- with M. Kleptsina, A. Piatnitski. Homogenization of random parabolic operator with large
potential. Stochastic Processes and Their Applications, 93, pp. 57-85,
2001. [pdf|MathSciNet]
- with A. Lejay. A
Monte Carlo method to compute the exchange coefficient in the double porosity
model. Monte Carlo and probabilistic methods for partial differential
equations (Monte Carlo, 2000). Monte Carlo Methods Appl. 7(1-2): 65-72, 2001.
[pdf|MathSciNet]
- with
M. Kleptsyna, A. Piatnitski. Homogenization of random
parabolic operator with large potential in locally periodic media. Xth International Symposium on Applied Stochastic Models and Data Analysis
(ASMDA), Compiègene, Juin 12-15 2001, pp. 277-282. [pdf]
- with
L. Dudoignon, E. Remy, and J.-L. Risler. Variation du
taux d'évolution le long de séquences de protéines. JOBIM 2001, Toulouse. [pdf]
- with
L. Dudoignon. Un modèle probabiliste d'évolution
de protéines. INRIA Research Report RR-4332, December 2001.
[link|pdf]
- with Y. Kutoyants, F. LeGland.
Small Noise Asymptotics of the GLR Test for Off-Line
Change Detection in Misspecified Diffusion Processes. Stochastics and
Stochastics Reports, 70, 1-2, pp. 109-129, 2000. [pdf|MathSciNet]
- with
A. Lejay. A Monte Carlo Method without Grid to Compute
the Exchange Coefficient in the Double Porosity Model. Part I: From
the Matrix to the Fissures. INRIA Research Report RR-4048, November 2000.
[link|pdf]
- with
M. Kleptsyna, A. Piatnitski. Homogenization of random
parabolic operator with large potential. B. Grigelionis et al. (Eds),
Probability Theory and Mathematical Statistics, Proceedings of the 7th Vilnius
Conference. TEV, Vilnius, Lithuania / VSP, Zeist, The Netherlands, 1999. [pdf]
- with
A. Piatnitski. Effective diffusion in vanishing viscosity. Rapport de Recherche 3813, INRIA, December 1999. [link|pdf]
- with É. Remy. Calcul
de perméabilité effective par méthode de Monte Carlo. Journées Scientifiques de l'Andra, Nancy, 1999. (poster). [pdf]
- Numerical
methods in ergodic control - Application to semi-active shock-absorbers. International Conference on Systems, Signals, Control, Computers (SSCC'98),
Durban, September 1998. [pdf]
- with
M. Klepstina and A. Piatnitski. Homogenization of random
parabolic operator with large potential. Rapport de Recherche 3520,
INRIA, October 1998. [link|pdf]
- with
F. Cérou, A. Piatnitsky and É. Remy. Calcul
de coefficient effectif par méthode de marche aléatoire. 29ème Congrès d'Analyse Numérique (Canum'97) Domaine
d'Imbours, France, 26-30 mai 1997. (poster). [pdf]
- with F. Cérou, D.
Miglior. Simulation : De la loi uniforme aux équations
différentielles stochastiques. 1997. [Web
site with java applets]
- with
F. Cérou. Stability of Non Linear Filters. Workshop on Statistical Inference for Stochastic Processes, Sandbjerg Manor,
Denmark, April-May 1996. [pdf]
- Optimal
ergodic control of nonlinear stochastic systems.
In Probabilistic Methods in Applied Physics, P. Krée and W. Wedig (eds.),
volume 451 of Lecture Notes in Physics, pages 239-269. Springer Verlag, 1995.
[pdf]
- with H. Bernier, F. Cérou,
F. Le Gland, and R. Rakotozafy. Massively parallel computing
for non-linear filtering. In j. M. Alimi, A. Serna, and H. Scholl,
editors. Sciences on the Connection Machine System. Proceedings of the Second
European CM Users Meeting. Meudon, France, 1993., pages 81-91. Thinking Machine
Coorporation, 1995.
- with
A. Traoré. A stabilization algorithm for linear
controlled SDE's. In 34th IEEE Conference on Decision and Control,
Nouvelle Orléans, USA, 1995. [pdf]
- with
A. Traoré. A stabilization algorithm for stochastic
mechanical systems. International Conference on Non Linear Stochastic
Dynamics, , Hanoi, Vietnam, 7-10 December 1995 . pp. 85-95. [pdf]
- F. Campillo,
A. Traoré. A stabilization algorithm for linear SDE's. In Proceedings
of the Third European Control Conference, pages 901-906, Roma, September 1995.
[pdf]
- with
F. Cérou, F. Le Gland, and R. Rakotozafy. Particle
and cell approximations for nonlinear filtering. Rapport de Recherche
2567, INRIA, June 1995. [link|pdf]
- with
H. Bernier, F. Cérou, and F. Le Gland. Parallélisme
de données et filtrage non linéaire - analyse de performance. Rapport Technique 167, INRIA, November 1994. [link|pdf]
- with
A. Traoré. Lyapunov exponents of controlled SDE's
and stabilizability property : Some examples. Rapport de Recherche
2397, INRIA, November 1994. [link|pdf]
- with F. Cérou, F.
Le Gland, and R. Rakotozafy. Algorithmes parallèles
pour le filtrage non linéqire et les équations aux dérivées
partielles stochastiques. Bulletin de Liaison de la Recherche en Informatique
et en Automatique, 141, 21-24, 1993.
- with E. Pardoux. Numerical
methods in ergodic optimal stochastic control and application. In I.
Karatzas and D. Ocone, editors, Applied Stochastic Analysis, Rutgers University
1991, volume 177 of Lecture Notes in Control and Information Sciences, pages
59-73. Springer Verlag, Berlin, 1992. [pdf|MathSciNet]
- with F. Cérou, and
E. Pardoux. Numerical method for ergodic stochastic
control problems : Application to vehicle suspension systems. In Proceedings
of the 31st IEEE Conference on Decision and Control, Tucson 1992, pages 2056-2061.
IEEE, December 1992. [pdf]
- with
F. Le Gland and Y. Kutoyants. Asymptotics of the GLRT
for the disorder problem in diffusion processes. Rapport de Recherche
1735, INRIA, July 1992. [link|pdf]
- with F. Le Gland, and Y.
Kutoyants. Asymptotics of the GLR test for the disorder
problem in diffusion processes. Proceedings of the 30th IEEE Conference
on Decision and Control (CDC), Brighton, 1991.
- with F. Cérou, F. Le Gland,
R. Rakotozafy. Application of nonlinear filtering to
target motion analysis. Proceedings of the 30th IEEE Conference on
Decision and Control (CDC), Brighton, 1991.
- with
S. Bellizzi. Méthode de gradient stochastique
pour le contrôle de suspensions semi-actives. In Contrôle
Actif Vibro-Acoustique et Dynamique Acoustique, Rencontres Scientifiques du
Cinquantenaire, volume 127, pages 189-198, Marseille, 1991. CNRS, LMA. [pdf]
- with
F. Le Gland. Likelihood-based Statistics for Partially
Observed Diffusion Processes. Proceedings of the 1st European Control
Conference, Grenoble, July 2-5, 1991. [pdf]
- with
J. Nekkachi, and E. Pardoux. Numerical methods in ergodic
stochastic control, application to semi-active vehicle suspensions. In Proceedings of the 29th IEEE Conference on Decision and Control, Honolulu
1990, pages 2350-2353. IEEE, December 1990. [pdf]
- with F. Le Gland. Approximation
particulaire en filtrage non linéaire. Application à
la trajectographie. In 22ème Congrès National d'Analyse Numérique,
Loctudy, pages 242-243, 1990.
- with F. Le Gland. Application
du filtrage non linéaire optimal à la restitution d'orbite de
transfert. In Mécanique Spatiale, Toulouse 1989. Cepadues, Toulouse,
1990.
- Optimal
ergodic control of nonlinear stochastic systems. Rapport de Recherche
1257, INRIA, June 1990. [link|pdf]
- with
F. Le Gland. MLE for partially observed diffusions:
direct maximization vs. the EM algorithm. Stochastic Process. Appl.
33, no. 2, 245-274, 1989. [pdf|MathSciNet]
- with
F. Le Gland and E. Pardoux. Approximation of a stochastic
ergodic control problem. In J. Descusse, M. Fliess, A. Isidori, and
D. Leborgne, editors, New Trends in Nonlinear Control Theory, Nantes 1988,
volume 122 of Lecture Notes in Control and Information Sciences, pages 379-395.
Springer Verlag, Berlin, 1989. [pdf|MathSciNet]
- with
F. Le Gland. Application du Filtrage Non-Linéaire
en Trajectographie Passive. Actes du 12ème Colloque GRETSI sur
le Traitement du Signal, Juan les Pins, June 12-16, 1989. [pdf]
- Optimal
ergodic control for a class of nonlinear stochastic systems. In Proceedings of the 28th IEEE Conference on Decision and Control, Tampa
1989, pages 1190-1195. IEEE, December 1989. [pdf][MathSciNet]
- with
S. Bellizzi, R. Bouc and E. Pardoux. Contrôle
optimal semi-actif de suspension de véhicule. In A. Bensoussan
and J.L. Lions, editors, Analysis and Optimization of Systems, Antibes 1988,
volume 111 of Lecture Notes in Control and Information Sciences, pages 689-699.
INRIA, Springer Verlag, 1988. [pdf|MathSciNet]
- with
F. Le Gland. MLE for Partially Observed Diffusions :
Direct Maximization vs. the EM Algorithm. Rapport de Recherche 884,
INRIA, August 1988. [link|pdf]
- La
méthode d'approximation de Gauss-Galerkin en filtrage non linéaire. Modélisation Mathématique et Analyse Numérique, 20(2):203-223,
1986. [pdf|MathSciNet]
- Testing
for a change-point in linear systems with incomplete observation. In J.P. Florens, editor, 5th Franco-Belgian Meeting of Statisticians : Asymptotic
Theory for Non I.I.D. Processes, pages 225-242, Bruxelles, 1986. Publications
des Facultés Universitaires Saint-Louis. [pdf|MathSciNet]
- Filtrage
et détection de ruptures de processus partiellement observés. Université de Provence, Marseille, 1984.