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
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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
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High-Dimensional Discriminant Analysis
Charles Bouveyron
,
Stéphane Girard
,
Cordelia Schmid
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.
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
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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
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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
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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
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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
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Greedy clustering of count data through a mixture of multinomial PCA
Nicolas Jouvin
,
Pierre Latouche
,
Charles Bouveyron
,
Guillaume Bataillon
,
Alain Livartowski
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
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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
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
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
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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 articles
hal-00392297v4
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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
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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
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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
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 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
Journal articles
hal-02862177v2
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