EN FR
EN FR
CQFD - 2011
CQFD - 2011


Project Team Cqfd


Members
Overall Objectives
Scientific Foundations
Application Domains
Software
New Results
Contracts and Grants with Industry
Partnerships and Cooperations
Dissemination
Bibliography


Project Team Cqfd


Members
Overall Objectives
Scientific Foundations
Application Domains
Software
New Results
Contracts and Grants with Industry
Partnerships and Cooperations
Dissemination
Bibliography




Bibliography

Major publications by the team in recent years
  • 1M. Chavent, B. Liquet, J. Saracco.

    A semiparametric approach for a multivariate sample selection model, in: Statist. Sinica, 2010, vol. 20, no 2, p. 513–536.
  • 2O. Costa, F. Dufour.

    Stability and ergodicity of piecewise deterministic Markov processes, in: SIAM J. Control Optim., 2008, vol. 47, no 2, p. 1053–1077.
  • 3O. Costa, F. Dufour.

    The Vanishing Discount Approach for the Average Continuous Control of Piecewise Deterministic Markov Processes, in: Journal of Applied Probability, 2009, vol. 46, no 4, p. 1157-1183.
  • 4F. Dufour, A. Piunovskiy.

    Multi-objective stopping problem for discrete-time Markov processes, in: Journal of Applied Probability, 2010, vol. 47, no 4, p. 947-966.
  • 5A. Gannoun, J. Saracco, A. Yuan, G. E. Bonney.

    Non-parametric quantile regression with censored data, in: Scand. J. Statist., 2005, vol. 32, no 4, p. 527–550.
  • 6J. Saracco.

    Asymptotics for pooled marginal slicing estimator based on SIR α approach, in: J. Multivariate Anal., 2005, vol. 96, no 1, p. 117–135.
  • 7B. de Saporta, A. Gégout-Petit, L. Marsalle.

    Parameters estimation for asymmetric bifurcating autoregressive processes with missing data, in: Electronic Journal of Statistics, 2011, vol. 5, p. 1313-1353. [ DOI : 10.1214/11-EJS643 ]

    http://hal.inria.fr/hal-00545447/en
  • 8B. de Saporta, F. Dufour, K. Gonzalez.

    Numerical method for optimal stopping of piecewise deterministic Markov processes, in: The Annals of Applied Probability, 2010, vol. 20, no 5, p. 1607-1637.
Publications of the year

Articles in International Peer-Reviewed Journal

  • 9B. Bercu, T. Mong Ngoc Nguyen, J. Saracco.

    A new approach on recursive and non-recursive SIR methods, in: Journal of the Korean Statistical Society, 2012, To appear. [ DOI : 10.1016/j.jkss.2011.05.005 ]

    http://hal.inria.fr/hal-00642653/en
  • 10A. Brandejsky, B. de Saporta, F. Dufour.

    Numerical method for expectations of piecewise-determistic Markov processes, in: Communications in Applied Mathematics & Computational Science, 2012, To appear.

    http://hal.inria.fr/hal-00617816/en
  • 11M. Chavent, V. Kuentz, B. Liquet, J. Saracco.

    Sliced Inverse Regression for stratified population, in: Communications in Statistics - Theory and Methods, September 2011, vol. 40, no 21, p. 3857-3878.

    http://hal.inria.fr/hal-00646560/en
  • 12O. Costa, F. Dufour.

    Singular Perturbation for the discounted continuous contol of piecewise deterministic Markov processes, in: Applied Mathematics and Optimization, 2011, vol. 63, no 3, p. 357-384.

    http://hal.inria.fr/hal-00545824/en
  • 13F. Dufour, T. Prieto-Rumeau.

    Approximation of Markov Decision Processes with General State Space, in: Journal of Mathematical Analysis and applications, 2012, To appear.

    http://hal.inria.fr/hal-00648223/en
  • 14F. Dufour, R. Stockbridge.

    On the existence of strict optimal controls for constrained, controlled Markov processes in continuous-time, in: Stochastics: An International Journal of Probability and Stochastic Processes, 2011, To appear.

    http://hal.inria.fr/hal-00648221/en
  • 15A. Gégout-Petit, R. Azaïs, J. Saracco.

    Optimal quantization applied to Sliced Inverse Regression, in: Journal of Statistical Planning and Inference, February 2012, vol. 142, no 2, p. 481-492. [ DOI : 10.1016/j.jspi.2011.08.006 ]

    http://hal.inria.fr/hal-00556420/en
  • 16J. Josse, M. Chavent, B. Liquet, F. Husson.

    Handling missing values with Regularized Iterative Multiple Correspondence Analysis., in: Journal of Classification, 2011, To appear.

    http://hal.inria.fr/hal-00646510/en
  • 17B. Yang, G. Li, H. Zhang, M. Dai.

    Rotation and translation invariants of Gaussian-Hermite moments, in: Pattern Recognition Letters, July 2011, vol. 32, no 9, p. 1283-1298. [ DOI : 10.1016/j.patrec.2011.03.012 ]

    http://hal.inria.fr/hal-00648097/en
  • 18B. de Saporta, F. Dufour.

    Numerical method for impulse control of Piecewise Deterministic Markov Processes, in: Automatica, 2012, to appear.

    http://hal.inria.fr/hal-00541413/en
  • 19B. de Saporta, F. Dufour, H. Zhang, C. Elegbede.

    Optimal stopping for predictive maintenance, in: Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability, 2012, To appear.

    http://hal.inria.fr/hal-00554759/en
  • 20B. de Saporta, A. Gégout-Petit, L. Marsalle.

    Parameters estimation for asymmetric bifurcating autoregressive processes with missing data, in: Electronic Journal of Statistics, 2011, vol. 5, p. 1313-1353. [ DOI : 10.1214/11-EJS643 ]

    http://hal.inria.fr/hal-00545447/en

Articles in National Peer-Reviewed Journal

  • 21L. Vezard, P. Legrand, M. Chavent, F. Faita-Ainseba, J. Clauzel.

    Classification de données EEG par algorithme évolutionnaire pour l'étude d'états de vigilance, in: RNTI, 2012.

    http://hal.inria.fr/hal-00643438/en

Invited Conferences

  • 22F. Dufour, B. de Saporta, A. Brandejsky.

    Computational method for the expectation of functionals of piecewise-deterministic Markov processes, in: Markov & semi-Markov Processes & Related Fields 2011, Greece, September 2011.

    http://hal.inria.fr/hal-00648224/en

International Conferences with Proceedings

  • 23R. Azaïs, A. Gégout-Petit, J. Saracco.

    Application de la Quantification Optimale à la méthode SIR, in: 43èmes Journées de Statistique, Gammarth, Tunisia, January 2011.

    http://hal.inria.fr/hal-00643820/en
  • 24A. Brandejsky, B. de Saporta, F. Dufour, C. Elegbede.

    Numerical method for the distribution of a service time, in: ESREL 2011, France, 2011.

    http://hal.inria.fr/hal-00645439/en
  • 25M. Pace, H. Zhang.

    Grid based PHD filtering by Fast Fourier Transform, in: 14th International Conference on Fusion, Chicago, United States, July 2011.

    http://hal.inria.fr/hal-00648109/en
  • 26H. Zhang.

    Non-linear Bayesian Filtering by Convolution Method Using Fast Fourier Transform, in: 14th International Conference on Fusion, Chicago, United States, July 2011.

    http://hal.inria.fr/hal-00648104/en
  • 27B. de Saporta, F. Dufour, H. Zhang.

    Approximation of the value function of an impulse control problem of Piecewise Deterministic Markov Processes, in: 18th IFAC world congress, Milano, Italy, 2011.

    http://hal.inria.fr/hal-00617822/en

Conferences without Proceedings

  • 28R. Azaïs.

    Estimation du taux de saut pour une classe de processus markoviens de saut, in: Journées des jeunes statisticiens, Aussois, France, SFDS, September 2011.

    http://hal.inria.fr/hal-00647030/en
  • 29C. Baysse.

    Modèle de Markov caché pour la détection d'un mode de fonctionnement dégradé d'un équipement optronique, in: Journée des jeunes statisticiens, Aussois, France, September 2011.

    http://hal.inria.fr/hal-00650702/en
  • 30A. Brandejsky, B. de Saporta, F. Dufour.

    Computing moments of the exit time for piecewise-deterministic Markov processes, in: Applied Probability Society Conference, Sweden, July 2011.

    http://hal.inria.fr/hal-00648227/en
  • 31M. Chavent, S. Girard, V. Kuentz, B. Liquet, J. Saracco.

    An adaptative SIR method for block-wise evolving datastreams, in: XIVth International Symposium of Applied Stochastic Models and Data Analysis (ASMDA 2011), Italy, June 2011.

    http://hal.inria.fr/hal-00646589/en
  • 32M. Chavent, V. Kuentz, B. Liquet, J. Saracco.

    Classification de variables : le package ClustOfVar, in: 43èmes Journées de Statistique (JdS), Tunisia, May 2011.

    http://hal.inria.fr/hal-00646581/en
  • 33M. Chavent, V. Kuentz, B. Liquet, J. Saracco.

    Clustering of variables via the PCAMIX method., in: Symposium of the International Federation of Classification Societies (IFCS 2011), Frankfurt, Germany, August 2011.

    http://hal.inria.fr/hal-00646811/en
  • 34M. Chavent, V. Kuentz, B. Liquet, J. Saracco.

    Clustering of variables via the PCAMIX method, in: International Classication Conference, Saint Andrews, United Kingdom, July 2011.

    http://hal.inria.fr/hal-00646593/en
  • 35M. Chavent, V. Kuentz, B. Liquet, J. Saracco.

    ClustOfVar: an R package for the clustering of variables., in: The R User conference, Warwick, United Kingdom, August 2011.

    http://hal.inria.fr/hal-00646805/en
  • 36M. Chavent, V. Kuentz, J. Saracco.

    Rotation orthogonale dans PCAMIX, in: 18èmes Rencontres de la Société Francophone de Classification (SFC 2011), Orléans, France, September 2011.

    http://hal.inria.fr/hal-00646814/en
  • 37R. Coudret.

    Estimateurs non paramétriques appliqués à des données valvométriques, in: 4ème Rencontre des Jeunes Statisticiens, Aussois, France, September 2011.

    http://hal.inria.fr/hal-00650697/en
  • 38F. Dufour, A. Brandejsky, B. de Saporta.

    Numerical method for the distribution of an exit time for piecewise-deterministic Markov processes, in: SIAM Conference on Control and Its Applications, Baltimore, United States, 2011.

    http://hal.inria.fr/hal-00651857/en
  • 39A. Gégout-Petit, B. de Saporta, L. Marsalle.

    Bifurcating autoregressive processes with missing data and application to cell division data, in: International Biometric Society Channel Network 3rd conference, Bordeaux, France, April 2011.

    http://hal.inria.fr/hal-00646334/en
  • 40A. Gégout-Petit, B. de Saporta, L. Marsalle.

    Limit Theorems for bifurcating autoregressive processes with missing data and application to cell division data, in: SIS 2011 Statistical Conference, Bologne, Italy, June 2011.

    http://hal.inria.fr/hal-00646337/en
  • 41J. Josse, M. Chavent, B. Liquet, F. Husson.

    Handling missing values with regularized iterative multiple correspondence analysis, in: The 6th CARME conference, Rennes, France, February 2011.

    http://hal.inria.fr/hal-00647378/en
  • 42L. Vezard, M. Chavent, P. Legrand, F. Faita-Ainseba, J. Clauzel.

    Caractérisation d'états psychophysiologiques par classification de signaux EEG. Intégration de ces résultats dans le projet PSI., in: Journée AFIM : électroencéphalographie et composition musicale, Talence, France, June 2011.

    http://hal.inria.fr/hal-00649520/en
  • 43B. de Saporta, A. Gégout-Petit, L. Marsalle.

    Limit theorems for bifurcating autoregressive processes with missing data, in: The Applied Probability Society Conference, Stockholm, Sweden, 2011.

    http://hal.inria.fr/hal-00617827/en

Other Publications

References in notes
  • 46T. Aldemir, S. Guarro, et al..

    Benchmark Implementation of Two Dynamic Methodologies for the Reliability Modeling of Digital Instrumentation and Control Systems, NUREG/CR-6985, 2008.
  • 47V. Bally, G. Pagès.

    A quantization algorithm for solving multi-dimensional discrete-time optimal stopping problems, in: Bernoulli, 2003, vol. 9, no 6, p. 1003–1049.
  • 48C. Baysse, D. Bihanic, A. Gégout-Petit, J. Saracco.

    Modèle de Markov caché pour la détection d'un mode de fonctionnement dégradé d'un équipement optronique, Equipe Projet Contrôle de Qualité et Fiabilité Dynamique (CQFD), INRIA Bordeaux, Thales Optronique, 2011.
  • 49C. Cocozza-Thivent, R. Eymard, S. Mercier.

    A finite-volume scheme for dynamic reliability models, in: IMA J. Numer. Anal., 2006, vol. 26, no 3, p. 446–471.
  • 50M. Davis.

    Markov models and optimization, Monographs on Statistics and Applied Probability, Chapman & Hall, London, 1993, vol. 49.
  • 51N. Duan, K.-C. Li.

    Slicing regression: a link-free regression method, in: Ann. Statist., 1991, vol. 19, no 2, p. 505–530.

    http://dx.doi.org/10.1214/aos/1176348109
  • 52R. Duda, P. Hart, D. Stork.

    Pattern Classification, John Wiley, 2001.
  • 53F. Dufour, B. de Saporta, H. Zhang.

    Controle optimal stochastique, application à l'optimisation de trajectoire, cas multicible, Equipe Projet Contrôle de Qualité et Fiabilité Dynamique (CQFD), INRIA Bordeaux, DCNS, 2011.
  • 54R. Eymard, S. Mercier, A. Prignet.

    An implicit finite volume scheme for a scalar hyperbolic problem with measure data related to piecewise deterministic Markov processes, in: J. Comput. Appl. Math., 2008, vol. 222, no 2, p. 293–323.
  • 55V. Kothare, C. Falinower.

    Level Control in the Steam Generator of a Nuclear Power Plant, in: IEEE Transactions on Control systems Technology, 2000, vol. 8, no 1.
  • 56K.-C. Li.

    Sliced inverse regression for dimension reduction, in: J. Amer. Statist. Assoc., 1991, vol. 86, no 414, p. 316–342, With discussion and a rejoinder by the author.
  • 57G. Pagès.

    A space quantization method for numerical integration, in: J. Comput. Appl. Math., 1998, vol. 89, no 1, p. 1–38.