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Publications d'Emilie Lebarbier

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ACL

Articles dans des revues internationales ou nationales avec comité de lecture répertoriées dans les bases de données

[2017, article | www] E. Delatola, E. Lebarbier, T. Mary-Huard, F. Radvanyi, S. Robin et J. Wong, "SegCorr: a statistical procedure for the detection of correlated genomic regions," BMC Bioinformatics, vol. 18, iss. 1, p. 333, 2017.

[2017, article | www]V. Brault, M. Delattre, E. Lebarbier, T. Mary-Huard and C. lévy-Leduc, "Estimating the number of block boundaries from diagonal blockwise matrices without penalization," Scandinavian Journal of Statistics, vol. 11, iss. 1, p. 1570-1599, 2017.

[2017, article | www]A. Cleynen and E. Lebarbier, "Model selection for the segmentation of multiparameter exponential family distributions," EJS, vol. 11, iss. 1, p. 800-842, 2017.

[2017, article | www]K. Bertin, X. CollilieuxE. Lebarbier and C. Meza, "Semi-parametric segmentation of multiple series using a DP-Lasso strategy," Journal of Statistical Computation and Simulation, vol. 87, iss. 6, p. 1255-1268, 2017.

[2017, article | www]S. Chakar, E. Lebarbier, C. Levy-Leduc and S. Robin, "A robust approach to multiple change-point estimation in an AR(1) process," Bernoulli, vol. 23, iss. 2, p. 1408-1447, 2017.

[2015, article | www]J. Gazeaux, X. Collilieux, E. Lebarbier and L. Métivier, "Joint segmentation of multiple GPS coordinate series," Special Issue on Change-Point Detection of Journal de la Société Française de Statistique, vol. 156, iss. 4, p. 163-175, 2015.

[2015, article | www]A. Arribas-Gil, R. De la Cruz, E. Lebarbier and  C. Meza, "Classification of longitudinal data through a semiparametric mixed-effects model based on LASSO-type estimator," Biometrics, vol. 71, iss. 2, p. 333-343, 2015.

[2014, article | www]A. Cleynen and E. Lebarbier, "Segmentation of the Poisson and negative binomial rate model: a penalized estimator," ESAIM, vol. 18, p. 750 - 769, 2014.

[2014, article | www]A. Cleynen, M. Koskas, E. Lebarbier, G. Rigaill, and S. Robin, "Segmentor3IsBack: an R package for the fast and exact segmentation of Seq-data," Algorithms for Molecular Biology, vol. 9, iss. 1, p. 6, 2014.

[2013, article | www]O. Mestre, P. Domonkos, F. Picard, I. Auer, S. Robin, E. Lebarbier, R. Böhm, E. Aguilar, J. Guijarro, G. Vertachnik, M. Klancar, D. B., and P. Stepanek, "HOMER : a homogenization software - methods and applications," Quarterly Journal of the Hungarian Meteorological Service, vol. 117, iss. 1, pp. 47-67, 2013.

[2013, article | www]E. Lebarbier, and S. Robin, "Des statistiques pour détecter les altérations chromosomiques," Mathématiques,
l'explosion continue, pp. 135-142, 2013.

[2012, article | www]S. Giger-Reverdin, E. Lebarbier, C. Duvaux-Ponter, and M. Desnoyers, "A new segmentation-clustering method to analyse feeding behaviour of ruminants from within-day cumulative intake patterns," Computers and Electronics in Agriculture, vol. 83, pp. 109-116, 2012.

[2011, article | www]R. Rigaill, E. Lebarbier, and S. Robin, "Exact posterior distributions and model selection criteria for multiple change-point detection problems," Stat. comput., pp. 1-13, 2011.

[2011, article | www]F. Picard, E. Lebarbier, M. Hoebecke, G. Rigaill, B. Thiam, and S. Robin, "Joint segmentation, calling and normalization of multiple CGH profiles," Biostatistics, vol. 412, iss. 43, pp. 4413-428, 2011.

[2011, article | www]F. Picard, E. Lebarbier, E. Budinska, and S. Robin, "Joint segmentation of multivariate Gaussian processes using mixed linear models," CSDA, vol. 55, iss. 2, pp. 1160-70, 2011.

[2011, article | www]F. Picard, S. Schbath, E. Lebarbier, P. Neuvial and J. Chiquet, "Statistiques et Génome,"La gazette des mathématiciens, vol. 130, pp. 51-82, 2011.

[2009, article]C. Durot, E. Lebarbier, and A. S. Tocquet, "Estimating the joint distribution of independent categorical variables via model selection," Bernouilli, vol. 15, iss. 2, pp. 475-507, 2009.

[2007, article]Y. Guédon, Y. Caraglio, P. Heuret, E. Lebarbier, and C. Meredieu, "Analyzing growth components in trees," Journal of Theoretical Biology, vol. 248, iss. 3, pp. 418-447, 2007.

[2007, article | www]F. Picard, S. Robin, E. Lebarbier, and J.-J. Daudin, "A Segmentation/Clustering Model for the Analysis of Array CGH Data," Biometrics, vol. 63, iss. 3, pp. 758-66, 2007.

[2006, article | www]E. Lebarbier and T. Mary-Huard, "Une introduction au critère BIC : fondements théoriques et interprétation," Journal de la SFdS, vol. 147, iss. 1, pp. 39-57, 2006.

[2005, article]E. Lebarbier, "Detecting Multiple Change-Points in the Mean of Gaussian Process by Model Selection," Signal Processing, vol. 85, pp. 717-736, 2005.

[2003, article]P. Petitgas, J. Massé, P. Bellois, E. Lebarbier, and A. Le Cann, "The sampling variance of species identification in fisheries acoustic surveys based on automated procedures associating acoustic images and trawl hauls," Journal ICES Journal of Marine Science, vol. 60, pp. 437-445, 2003.

[2001, article]M. Lavielle and E. Lebarbier, "An application of MCMC methods for the multiple change-points problem," Signal Processing, vol. 81, pp. 39-53, 2001.

INV

Conférences données sur invitation du Comité scientifique d'un congrès national ou international

[2010, inproceedings | www]G. Rigaill, E. Lebarbier, and S. Robin, "Exact posterior distributions over the segmentation space and model selection for multiple change-point detection problem," in Proc. Proceedings in Computational Statistics 2010 (CompStat), 2010.

[2010, inproceedings]F. Picard, E. Lebarbier, E. Budinskà, and S. Robin, "Joint segmentation using mixed linear models: application to detect changes in harvest data," in Proc. The International Environmetrics Society, Venezuela, 2010.

ACT

Communications avec actes dans un congrès international ou national

[2013, inproceedings | pdf]S. Chakar, E. Lebarbier, C. Levy-Leduc, and S. Robin, "Une approche robuste pour la segmentation d'un processus AR(1)," in Proc. 45èmes Journées de Statistique, Toulouse, France, 2013.

[2013, inproceedings | pdf]A. Cleynen, and E. Lebarbier, "A penalized maximum likelihood estimator for the segmentation of RNA-seq data," in Proc. 45èmes Journées de Statistique,Toulouse,  France, 2013.

[2011, inproceedings | pdf]E. Lebarbier, and S. Robin, "A factor model approach for the joint segmentation of correlated series," in Proc. 42èmes Journées de Statistique, Tunis, 2012.

[2010, inproceedings | www | pdf]G. Rigaill, E. Lebarbier, and S. Robin, "Exact posterior distributions over the segmentation space and model selection for multiple change-point detection problems," in Proc. Proceedings of COMPSTAT'2010, 2010, pp. 557-564.

[2010, inproceedings | pdf]F. Picard, E. Lebarbier, E. Budinska, and S. Robin, "Modèle linéaire mixte avec segmentation : application à la détection de changements dans les dates de vendanges," in Proc. 42èmes Journées de Statistique, Marseille, France, 2010.

[2009, inproceedings | www | pdf]T. Mary-Huard, E. Lebarbier, and S. Robin, "A statistical approach to detect chromosomal domains of gene expression," in Proc. International Federation of Classification Societies 2009 Conference, Dresde, Allemagne, 2009.

[2009, inproceedings | www]T. Mary-Huard, E. Lebarbier, and S. Robin, "A clustering method for ordered variables to detect up-correlated genomic regions," in Proc. International Workshop on Statistical Modeling, Ithaca, USA, 2009.

[2008, inproceedings | pdf]M. Desnoyers, S. Giger-Reverdin, C. Duvaux-Ponter, E. Lebarbier, and D. Sauvant, "Modélisation des épisodes d'acidose sub-clinique et du comportement alimentaire associé : application à la chèvre laitière," in Proc. 15èmes Rencontres autour des Recherches sur les Ruminants, vol. 15, p. 339-342. INRA - Institut de l'Elevage., Paris, France, 2008.

[2007, inproceedings | www | pdf]F. Picard, E. Lebarbier, E. Budinska, and S. Robin, "Joint segmentation of multivariate Gaussian processes using mixed linear models." 2007.

[2005, inproceedings | www]F. Picard, S. Robin, E. Lebarbier, and J. J. Daudin, "A segmentation/clustering problem for the analysis of array CGH data," , Brest, France, 2005.

COM

Communications orales sans actes dans un congrès international ou national

[2017, inproceedings]E. Lebarbie, "Change-point detection: some segmentation methods," in Proc.  Worshop in biostatistics, Bangalore (India), 2016.

[2016, inproceedings]E. Lebarbie, "Change-point detection (statistics and algorithmics. General overview," in Proc. Atelier statistique de la SFDS, Paris, 2017.

[2014, inproceedings]E. Lebarbier, and S. Robin, "A segmentation-Lasso approach for the homogenization of GPS series," in Proc. European Geosciences Union, Vienne, 2014.

[2013, inproceedings]E. Lebarbier, and S. Robin, "A factor model approach for the joint segmentation of correlated series," in Proc. Sixth Brazilian Conference on Statistical Modelling in Insurance and Finance, Brazil, 2013.

[2012, inproceedings]E. Lebarbier, and S. Robin, "A factor model approach for the joint segmentation of correlated series," in Proc. XII Latin American Congress of Probability and Mathematical Statistics, Chile, 2012.

[2012, inproceedings]E. Lebarbier, "Some statistical tools for change-point detection problems," in Proc. European Geosciences Union, Vienne, 2012.

[2012, inproceedings]K. Bertin, X. CollilieuxE. Lebarbier and C. Meza, "Some linear models for the joint segmentation of multiple series," in Proc. Journées Franco-Chilienne, France, 2012.

[2012, inproceedings]E. Lebarbie, "Some linear models for the joint segmentation of multiple series," in Proc. SATELLITE MEETINGS III Symposium of Statistical Modeling, Chile, 2012.

[2011, inproceedings]F. Picard, E. Lebarbier, E. Budinskà, and S. Robin, "A mixed linear model with change-points for the analysis multiple patients of CGH data," in Proc. XXIV Jordana de Matematica, Pucon, Chile, 2011.

[2008, inproceedings]F. Picard, E. Lebarbier, E. Budinskà, and S. Robin, "A mixed linear model with change-points for the analysis multiple patients of CGH data," in Proc. Workshop Change-Point Detection Methods and Applications, Paris, France, 2008.

[2007, inproceedings]F. Picard, E. Lebarbier, E. Budinskà, and S. Robin, "A mixed linear model with change-points for the analysis multiple patients of CGH data," in Proc. Statistical methods for post-genomic data, Paris, France, 2007.

[2007, inproceedings]F. Picard, E. Lebarbier, E. Budinskà, and S. Robin, "A mixed linear model with change-points for the analysis multiple patients of CGH data," in Proc. Société de Mathématiques Appliquées et Industrielles, Grenoble, France, 2007.

[2006, inproceedings]F. Picard, E. Lebarbier, and S. Robin, "Modèle de mélange pour la classification de séquences d'ADN hétérogènes: application aux séquences spécifiques du génome d'Escherichia coli K12," in Proc. Petit Pois Déridé, Lille, France, 2006.

[2005, inproceedings]C. Durot, E. Lebarbier, and A.-S. Tocquet, "Estimating a discrete distribution via model selection. Application to wavelets for the detection of "homogeneous" regions in DNA sequence," in Proc. Statistical Analysis of post-genomic data, Paris, France, 2005.

AFF

Communications par affiche dans un congrès international ou national

[2017, inproceedings]X. Collilieux, D. Coulot, E. Bernard, and E. Lebarbier, "How does the non-linear estimation of periodic terms improve the detection of offsets in GNSS position time series?." 2017.

[2011, inproceedings]R. Rigaill, E. Lebarbier, and S. Robin, "Exact posterior distributions over the segmentation space for multiple change-point detection problems." 2011.

[2008, inproceedings]A. Urbain, E. Lebarbier, J. J. Daudin, H. Hofte, and G. Mouille, "Chemical imaging of root growth using Fourier Transformation Infra-Red spectroscopy." 2008.

[2007, inproceedings]L. E. F. Picard and S. Robin, "Joint segmentation of multiple aCGH profiles." 2007.

[2006, inproceedings]E. Lebarbier, "Segmentation: a model for biological problems." 2006.

[2005, inproceedings]S. Gey and E. Lebarbier, "Using CART to Detect Multiple Change Points in the Mean." 2005.

AP

Autres publications

[2017, techreport | www]X. Collilieux, E. Lebarbier, et S. Robin, "A factor model approach for the joint segmentation with between-series correlation," arXiv:1505.05660, 2017.

[2017, techreport | www]X. Wang, J. Aubert, E. Lebarbier, et S. Robin, "Variational inference for coupled Hidden Markov Models applied to the joint detection of copy number variations," arXiv:1412.6697, 2017.

[2017, techreport | www]M. Baragatti, K. Bertin, E. Lebarbier and C. Meza, "A Bayesian approach for the segmentation of series corrupted by a functional part," arXiv:1509.00049, 2017.

[2008, techreport | www]S. Gey and E. Lebarbier, "Using CART to detect multiple change points in the mean for large samples," SSB, 12, 2008.