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Le modèle DFM pour une analyse comparative des systèmes de vélos en libre service

Charles Bouveyron , Etienne Côme , Julien Jacques
48èmes Journées de Statistique organisée par la Société Française de Statistique, 2016, Montpellier, France
Conference papers hal-01383938v1

Modèles adaptatifs pour les mélanges de régressions

Charles Bouveyron , Julien Jacques
41èmes Journées de Statistique de la Société Française de Statistique, 2009, Bordeaux, France
Conference papers hal-00707061v1
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Cluster dynamics in the collapsing Soviet shipping network

Rawya Zreik , César Ducruet , Charles Bouveyron , Pierre Latouche
César Ducruet. Advances in Shipping Data Analysis and Modeling. Tracking and Mapping Maritime Flows in the Age of Big Data, Routledge, pp.317-337, 2017, Routledge Studies in Transport Analysis, 9781138280939
Book sections hal-01623593v1

High-Dimensional Discriminant Analysis

Charles Bouveyron , Stéphane Girard , Cordelia Schmid
Communications in Statistics - Theory and Methods, 2007, 36 (14), pp.2607-2623. ⟨10.1080/03610920701271095⟩
Journal articles inria-00176283v1
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The Random Subgraph Model for the Analysis of an Ecclesiastical Network in Merovingian Gaul

Charles Bouveyron , Laurent Jegou , Yacine Jernite , Stéphane Lamassé , Pierre Latouche , et al.
Annals of Applied Statistics, 2014, 8 (1), pp.377-405. ⟨10.1214/13-AOAS691⟩
Journal articles hal-00764160v2
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Probabilistic Fisher discriminant analysis: A robust and flexible alternative to Fisher discriminant analysis

Charles Bouveyron , Camille Brunet
Neurocomputing, 2012, 90, pp.12-22
Journal articles hal-00609007v2
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Contributions à l'apprentissage statistique en grande dimension, adaptatif et sur données atypiques

Charles Bouveyron
Méthodologie [stat.ME]. Université Panthéon-Sorbonne - Paris I, 2012
Habilitation à diriger des recherches tel-00761130v1

Discriminative variable selection for clustering with the sparse Fisher-EM algorithm

Charles Bouveyron , Camille Brunet
14th International Conference on Applied Stochastic Models and Data Analysis, 2011, Rome, Italy
Conference papers hal-00707053v1

Kernel discriminant analysis and clustering with parsimonious Gaussian process models

Charles Bouveyron , Mathieu Fauvel , Stéphane Girard
OFSD 2012 - ICML workshop on Object, Functional and Structured Data: towards next generation kernel-based methods, Jun 2012, Edinburgh, United Kingdom
Conference papers hal-00707056v1

Adaptive linear models in regression for the modeling of housing market in different U.S. cities

Charles Bouveyron , Julien Jacques
Computational Methods for Modelling and Learning in Social and Human Sciences (MASHS'08), Jun 2008, Créteil, France
Conference papers hal-00272874v1

Adaptive mixtures of regressions : improving predictive inference when population has changed

Charles Bouveyron , Julien Jacques
4th conference on Computational Methods for Modelling and Learning in Social and Human Sciences (MASHS'10), 2010, Lille, France
Conference papers hal-00707048v1

Greedy clustering of count data through a mixture of multinomial PCA

Nicolas Jouvin , Pierre Latouche , Charles Bouveyron , Guillaume Bataillon , Alain Livartowski
Computational Statistics, In press, ⟨10.1007/s00180-020-01008-9⟩
Journal articles hal-02278224v1
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Identification des cancers mammaires triple-négatifs : analyse statistique de variables radiomiques issues des images TEP et de variables métabolomiques

Fanny Orlhac , Charles Bouveyron , Thierry Pourcher , Lun Jing , Jean-Marie Guigonis , et al.
2018 - 4èmes Journées Francophones de Médecine Nucléaire, May 2018, Lille, France. pp.169
Conference papers hal-01736154v1

Adaptive Mixture Discriminant Analysis for Supervised Learning with Unobserved Classes

Charles Bouveyron
19th International Conference on Computational Statistics (COMPSTAT'10), 2010, France
Conference papers hal-00707050v1
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Kernel discriminant analysis and clustering with parsimonious Gaussian process models

Charles Bouveyron , Mathieu Fauvel , Stéphane Girard
Statistics and Computing, 2015, 25 (6), pp.1143-1162. ⟨10.1007/s11222-014-9505-x⟩
Journal articles hal-00687304v4
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CLASSIFICATION AUTOMATIQUE DE RÉSEAUX DYNAMIQUES AVEC SOUS-GRAPHES : ÉTUDE DU SCANDALE ENRON

Rawya Zreik , Pierre Latouche , Charles Bouveyron
Journal de la Société Française de Statistique, 2015, pp.30
Journal articles hal-01086633v2
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Discriminative variable selection for clustering with the sparse Fisher-EM algorithm

Charles Bouveyron , Camille Brunet-Saumard
Computational Statistics, 2014, 29 (3-4), pp.489-513. ⟨10.1007/s00180-013-0433-6⟩
Journal articles hal-00685183v2
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Wasserstein Adversarial Mixture Clustering

Warith Harchaoui , Andrés Almansa , Pierre-Alexandre Mattei , Charles Bouveyron
2018
Preprints, Working Papers, ... hal-01827775v2
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The Functional Latent Block Model for the Co-Clustering of Electricity Consumption Curves

Charles Bouveyron , Laurent Bozzi , Julien Jacques , François-Xavier Jollois
Journal of the Royal Statistical Society: Series C Applied Statistics, 2018, 67 (4), pp.897-915
Journal articles hal-01533438v1
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Modélisation et classification des données de grande dimension : application à l'analyse d'images.

Charles Bouveyron
Mathématiques [math]. Université Joseph-Fourier - Grenoble I, 2006. Français. ⟨NNT : ⟩
Theses tel-00109047v2

Une méthode de classification des données de grande dimension

Charles Bouveyron , Stéphane Girard , Cordelia Schmid
37e Journées de Statistique de la Société Française de Statistique, Jun 2005, Pau, France
Conference papers inria-00548514v1
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Un algorithme EM pour une version parcimonieuse de l’analyse en composantes principales probabiliste

Charles Bouveyron , Julien Jacques
EGC 2015 - 15ème conférence internationale sur l'extraction et la gestion des connaissances, Jan 2015, Luxembourg, Luxembourg
Conference papers hal-01241262v1
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Adaptive Mixture Discriminant Analysis for Supervised Learning with Unobserved Classes

Charles Bouveyron
Journal of Classification, 2014, 31 (1), pp.49-84. ⟨10.1007/s00357-014-9147-x⟩
Journal articles hal-00392297v4

Classification of complex data with model-based techniques

Charles Bouveyron
1st joint meeting of the Statistical Society of Canada and the Société Française de Statistique, May 2008, Ottawa, Canada
Conference papers hal-00230878v1
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HDclassif: An R Package for Model-Based Clustering and Discriminant Analysis of High-Dimensional Data

Laurent Bergé , Charles Bouveyron , Stéphane Girard
1ères Rencontres R, Jul 2012, Bordeaux, France
Conference papers hal-00717506v1

Classification of complex data with model-based techniques

Charles Bouveyron
1st joint meeting of the Statistical Society of Canada and the Société Française de Statistique, 2008, Canada
Conference papers hal-00707045v1

Parsimonious and sparse Gaussian models for high-dimensional clustering

Charles Bouveyron
International Classification Conference 2011, 2011, United Kingdom
Conference papers hal-00707047v1
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Exact Dimensionality Selection for Bayesian PCA

Charles Bouveyron , Pierre Latouche , Pierre-Alexandre Mattei
Scandinavian Journal of Statistics, 2020, ⟨10.1111/sjos.12424⟩
Journal articles hal-01484099v2
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Co-clustering of Time-Dependent Data via the Shape Invariant Model

Charles Bouveyron , Alessandro Casa , Elena Erosheva , Giovanna Menardi
Journal of Classification, 2021, 38, pp.626-649. ⟨10.1007/s00357-021-09402-8⟩
Journal articles hal-03370436v1
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Co-Clustering of Multivariate Functional Data for the Analysis of Air Pollution in the South of France

Charles Bouveyron , Julien Jacques , Amandine Schmutz , Fanny Simoes , Silvia Bottini
Annals of Applied Statistics, 2022, 16 (3), pp.1400-1422. ⟨10.1214/21-AOAS1547⟩
Journal articles hal-02862177v2