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Charles Bouveyron
Charles Bouveyron
Professor of Statistics & AI, Director of Institut 3IA Côte d'Azur, Inria, Université Côte d'Azur
Verifierad e-postadress på inria.fr - Startsida
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Model-based clustering of high-dimensional data: A review
C Bouveyron, C Brunet-Saumard
Computational Statistics & Data Analysis 71, 52-78, 2014
5732014
High-dimensional data clustering
C Bouveyron, S Girard, C Schmid
Computational statistics & data analysis 52 (1), 502-519, 2007
5022007
Model-based clustering and classification for data science: with applications in R
C Bouveyron, G Celeux, TB Murphy, AE Raftery
Cambridge University Press, 2019
3502019
Model-based clustering of time series in group-specific functional subspaces
C Bouveyron, J Jacques
Advances in Data Analysis and Classification 5, 281-300, 2011
2102011
High-dimensional discriminant analysis
C Bouveyron, S Girard, C Schmid
Communications in Statistics—Theory and Methods 36 (14), 2607-2623, 2007
1702007
The discriminative functional mixture model for a comparative analysis of bike sharing systems
C Bouveyron, E Côme, J Jacques
1662015
Robust supervised classification with mixture models: Learning from data with uncertain labels
C Bouveyron, S Girard
Pattern Recognition 42 (11), 2649-2658, 2009
1622009
Simultaneous model-based clustering and visualization in the Fisher discriminative subspace
C Bouveyron, C Brunet
Statistics and Computing, 1-24, 2011
1392011
HDclassif: An R package for model-based clustering and discriminant analysis of high-dimensional data
L Bergé, C Bouveyron, S Girard
Journal of Statistical Software 46, 1-29, 2012
1282012
Clustering multivariate functional data in group-specific functional subspaces
A Schmutz, J Jacques, C Bouveyron, L Cheze, P Martin
Computational Statistics 35 (3), 1101-1131, 2020
862020
The stochastic topic block model for the clustering of vertices in networks with textual edges
C Bouveyron, P Latouche, R Zreik
Statistics and Computing 28, 11-31, 2018
682018
High-dimensional mixture models for unsupervised image denoising (HDMI)
A Houdard, C Bouveyron, J Delon
SIAM Journal on Imaging Sciences 11 (4), 2815-2846, 2018
672018
Intrinsic dimension estimation by maximum likelihood in isotropic probabilistic PCA
C Bouveyron, G Celeux, S Girard
Pattern Recognition Letters 32 (14), 1706-1713, 2011
672011
Estimating animal acoustic diversity in tropical environments using unsupervised multiresolution analysis
JS Ulloa, T Aubin, D Llusia, C Bouveyron, J Sueur
Ecological Indicators 90, 346-355, 2018
602018
The functional latent block model for the co-clustering of electricity consumption curves
C Bouveyron, L Bozzi, J Jacques, FX Jollois
Journal of the Royal Statistical Society Series C: Applied Statistics 67 (4 …, 2018
532018
Discriminative variable selection for clustering with the sparse Fisher-EM algorithm
C Bouveyron, C Brunet-Saumard
Computational Statistics 29, 489-513, 2014
482014
Kernel discriminant analysis and clustering with parsimonious Gaussian process models
C Bouveyron, M Fauvel, S Girard
Statistics and Computing 25, 1143-1162, 2015
382015
Deep adversarial Gaussian mixture auto-encoder for clustering
W Harchaoui, PA Mattei, C Bouveyron
352017
Gaussian mixture models for the classification of high‐dimensional vibrational spectroscopy data
J Jacques, C Bouveyron, S Girard, O Devos, L Duponchel, C Ruckebusch
Journal of Chemometrics 24 (11‐12), 719-727, 2010
352010
Adaptive mixtures of regressions: Improving predictive inference when population has changed
C Bouveyron, J Jacques
35*
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Artiklar 1–20