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
Communication dans un congrès
hal-00707056v1
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High-Dimensional Discriminant Analysis
Charles Bouveyron
,
Stéphane Girard
,
Cordelia Schmid
Article dans une revue
inria-00176283v1
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Kernel discriminant analysis and clustering with parsimonious Gaussian process models
Charles Bouveyron
,
Mathieu Fauvel
,
Stéphane Girard
Article dans une revue
hal-00687304v4
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Intrinsic Dimension Estimation by Maximum Likelihood in Probabilistic PCA
Charles Bouveyron
,
Gilles Celeux
,
Stéphane Girard
IMS 2010 - 73rd Annual Meeting of the Institute of Mathematical Statistics , Aug 2010, Gothenburg, Sweden
Communication dans un congrès
hal-00707049v1
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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
Communication dans un congrès
hal-00717506v1
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Intrinsic Dimension Estimation by Maximum Likelihood in Isotropic Probabilistic PCA
Charles Bouveyron
,
Gilles Celeux
,
Stéphane Girard
Article dans une revue
hal-00440372v3
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Robust supervised classification with Gaussian mixtures: learning from data with uncertain labels
Charles Bouveyron
,
Stéphane Girard
COMPSTAT'2008 - 18th International Conference on Computational Statistics , Aug 2008, Porto, Portugal. pp.129-136
Communication dans un congrès
hal-00270654v1
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High-Dimensional Data Clustering
Charles Bouveyron
,
Stéphane Girard
,
Cordelia Schmid
Article dans une revue
hal-00022183v4
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Unsupervised classification in high dimension
Didier Fraix-Burnet
,
Charles Bouveyron
,
Stéphane Girard
,
Julyan Arbel
European Week of Astronomy and Space Science (EWASS 2017) , Jun 2017, Prague, Czech Republic.
, 2017
Poster de conférence
hal-01569733v1
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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
Journal of Statistical Software , 2012, 46 (6), pp.1-29
Article dans une revue
hal-00541203v4
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Parsimonious Gaussian process models for the classification of hyperspectral remote sensing images
Mathieu Fauvel
,
Charles Bouveyron
,
Stéphane Girard
Article dans une revue
hal-01203269v1
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Parsimonious Gaussian Process Models for the Classification of Multivariate Remote Sensing Images
Mathieu Fauvel
,
Charles Bouveyron
,
Stéphane Girard
ICASSP 2014 - IEEE International Conference on Acoustics, Speech, and Signal Processing , May 2014, Florence, Italy. pp.2913-2916,
⟨10.1109/ICASSP.2014.6854133⟩
Communication dans un congrès
hal-01062378v1
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Classification supervisée et non supervisée des données de grande dimension
Charles Bouveyron
,
Stéphane Girard
La revue MODULAD , 2009, 40, pp.81-102
Article dans une revue
hal-00394327v1
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Robust supervised classification with mixture models: Learning from data with uncertain labels
Charles Bouveyron
,
Stéphane Girard
Article dans une revue
hal-00325263v2
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Gaussian mixture models for the classification of high-dimensional vibrational spectroscopy data
Julien Jacques
,
Charles Bouveyron
,
Stéphane Girard
,
Olivier Devos
,
Ludovic Duponchel
,
et al.
Article dans une revue
hal-00459947v2
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Supervised classification of categorical data with uncertain labels for DNA barcoding
Charles Bouveyron
,
Stéphane Girard
,
Madalina Olteanu
ESANN 2009 - 11th European Symposium on Artificial Neural Networks , Apr 2009, Bruges, Belgium. pp.29-34
Communication dans un congrès
hal-00407834v1
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