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authIdHal_s : stephane-girard
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Estimation of Mars surface physical properties from hyperspectral images using Sliced Inverse Regression

Caroline Bernard-Michel , Sylvain Douté , Laurent Gardes , Stéphane Girard
[Research Report] RR-6355, INRIA. 2007, pp.91
Reports inria-00187444v2
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Les écoles d'astrostatistique " Statistics for Astrophysics

Julyan Arbel , Didier Fraix-Burnet , Stéphane Girard
CFIES 2017 - 5ème Colloque Francophone International sur l’Enseignement de la Statistique, Sep 2017, Grenoble, France
Conference papers hal-01583854v1
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Retrieval of Mars surface physical properties from OMEGA hyperspectral images using Regularized Sliced Inverse Regression

Caroline Bernard-Michel , Sylvain Douté , Mathieu Fauvel , Laurent Gardes , Stéphane Girard
Journal of Geophysical Research. Planets, 2009, 114 (E6), pp.E06005. ⟨10.1029/2008JE003171⟩
Journal articles hal-00383143v1
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Retrieval of Mars surface physical properties from OMEGA hyperspectral images using Regularized Sliced Inverse Regression.

Caroline Bernard-Michel , Sylvain Douté , Mathieu Fauvel , Laurent Gardes , Stéphane Girard
[Research Report] 2008, pp.43
Reports inria-00276116v2
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Machine Learning Methods for the Inversion of Hyperspectral Images

Mathieu Fauvel , Stéphane Girard , Sylvain Douté , Laurent Gardes
Albert Reimer. Horizons in World Physics, 290, Nova Science, pp.51-77, 2017, 978-1-53610-817-0
Book sections hal-01445638v1

Statistics for Astrophysics: Bayesian Methodology

Didier Fraix-Burnet , Stéphane Girard , Julyan Arbel , Jean-Baptiste Marquette
School of Stattistics for Astrophysics 2017: Bayesian Methodology, Oct 2017, Autrans, France. EDP Sciences, 2018, EDP Sciences Proceedings
Proceedings hal-02132985v1
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Support vectors machines regression for estimation of Mars surface physical properties

Caroline Bernard-Michel , Sylvain Douté , Mathieu Fauvel , Laurent Gardes , Stéphane Girard
ESANN 2009 - 17th European Symposium on Artificial Neural Networks, Apr 2009, Bruges, Belgium. pp.195-200
Conference papers hal-00761724v2
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Machine learning techniques for the inversion of planetary hyperspectral images

Caroline Bernard-Michel , Sylvain Douté , Mathieu Fauvel , Laurent Gardes , Stéphane Girard
WHISPERS '09 - 1st IEEE Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, Aug 2009, Grenoble, France. pp.1-4, ⟨10.1109/WHISPERS.2009.5289010⟩
Conference papers hal-00761720v1
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Classification de Signaux Multidimensionnels Irrégulièrement Échantillonnés

Alexandre Constantin , Mathieu Fauvel , Stéphane Girard , Serge Iovleff
GRETSI 2019 - 27e Colloque francophone de traitement du signal et des images, Aug 2019, Lille, France
Conference poster hal-02276255v1
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Spatial extreme quantile estimation using a weighted log-likelihood approach

Julie Carreau , Stéphane Girard
Journal de la Société Française de Statistique, 2011, 152 (3), pp.66-82
Journal articles hal-00761361v1

Spatial kernel interpolation for annual rainfall maxima

Julie Carreau , Stéphane Girard , Eugen Ursu
WCRP-UNESCO 2010 - Workshop on metrics and methodologies of estimation of extreme climate events, Sep 2010, Paris, France. pp.CDROM
Conference papers hal-00762731v1

Spatial extreme quantile estimation using a weighted log-likelihood approach

Julie Carreau , Stéphane Girard , Eugen Ursu
NICDS Workshop on Statistical Methods for Geographic and Spatial Data in the Management of Natural Resources, Mar 2010, Montreal, Canada. pp.CDROM
Conference papers hal-00762735v1
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A new sliced inverse regression method for multivariate response

Raphaël Coudret , Stéphane Girard , Jerome Saracco
Computational Statistics and Data Analysis, 2014, 77, pp.285-299. ⟨10.1016/j.csda.2014.03.006⟩
Journal articles hal-00714981v3

Statistics for Astrophysics: Bayesian Methodology

Didier Fraix-Burnet , Stéphane Girard , Julyan Arbel , Jean-Baptiste Marquette
2018
Other publications hal-01952759v1
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Mixture of multivariate Gaussian processes for classification of irregularly sampled satellite image time-series

Alexandre Constantin , Mathieu Fauvel , Stéphane Girard
Statistics and Computing, 2022, 32 (5), pp.79. ⟨10.1007/s11222-022-10145-8⟩
Journal articles hal-03280484v2
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Inference of an explanatory variable from observations in a high-dimensional space: Application to high-resolution spectra of stars

Victor Watson , Jean-François Trouilhet , Frédéric Paletou , Stéphane Girard
IEEE International Workshop of Electronics, Control, Measurement, Signals and their application to Mechatronics (ECMSM), May 2017, San Sebastian, Spain. pp.1-6, ⟨10.1109/ECMSM.2017.7945912⟩
Conference papers hal-01533227v1
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Joint Supervised Classification and Reconstruction of Irregularly Sampled Satellite Image Times Series

Alexandre Constantin , Mathieu Fauvel , Stéphane Girard
IEEE Transactions on Geoscience and Remote Sensing, 2021, 60, pp.4403913. ⟨10.1109/TGRS.2021.3076667⟩
Journal articles hal-02997573v3

Estimation of Mars surface physical properties from hyperspectral images using the SIR method

Caroline Bernard-Michel , Sylvain Douté , Laurent Gardes , Stéphane Girard
ASMDA 2007 - 12th International Conference on Applied Stochastic Models and Data Analysis, May 2007, Chania, Crete, Greece
Conference papers insu-00364717v1
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Evaluation of classical spatial-analysis schemes of extreme rainfall

Davide Ceresetti , Eugen Ursu , Julie Carreau , Sandrine Anquetin , Jean-Dominique Creutin , et al.
Natural Hazards and Earth System Sciences, 2012, 12, pp.3229-3240. ⟨10.5194/nhess-12-3229-2012⟩
Journal articles hal-00780197v1

Spatial kernel interpolation for annual rainfall maxima

Julie Carreau , Stéphane Girard , Eugen Ursu
NICDS Workshop on Statistical Methods for Geographic and Spatial Data in the Management of Natural Resources, Mar 2010, Montreal, Canada
Conference papers hal-00847586v1

Rainfall features, forcing and estimation over the Cévennes-Vivarais region

Sandrine Anquetin , Brice Boudevillain , Guy Delrieu , Davide Ceresetti , Jean-Dominique Creutin , et al.
2nd HyMeX International workshop, Jun 2008, Palaiseau, France
Conference papers hal-00847608v1
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Première analyse des pluies extrêmes dans la région Cévennes-Vivarais

Caroline Bernard-Michel , Laurent Gardes , Stéphane Girard , Gilles Molinié
2008
Preprints, Working Papers, ... hal-00385415v1
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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
Conference poster hal-01569733v1

Statistics for Astrophysics: Clustering and Classification

Didier Fraix-Burnet , Stéphane Girard
Didier Fraix-Burnet; Stéphane Girard. Statistics for Astrophysics: Clustering and Classification, Oct 2015, Les Houches, France. 77, EDP Sciences, 2016, EAS Publications Series, 978-2-7598-9001-9
Proceedings hal-01324665v1
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Supervised classification of multidimensional and irregularly sampled signals

Alexandre Constantin , Mathieu Fauvel , Stéphane Girard , Serge Iovleff
Statlearn 2019 - Workshop on Challenging problems in Statistical Learning, Apr 2019, Grenoble, France. pp.1
Conference poster hal-02092347v1

Severe storms in mountainous Mediterranean regions: Uncertainties on extreme rainfall estimations

Christian Conteduca , Gilles Molinié , Laurent Gardes , Stéphane Girard
9th Plinius Conference on Mediterranean Storms, Sep 2007, Varenna, Italy
Conference papers hal-00847587v1
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Inverting hyperspectral images with Gaussian Regularized Sliced Inverse Regression

Caroline Bernard-Michel , Sylvain Douté , Laurent Gardes , Stéphane Girard
ESANN'08 - 16h European Symposium on Artificial Neural Networks, Apr 2008, Bruges, Belgium. pp.463-468
Conference papers hal-00778011v1
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Spatial analysis of extreme rainfalls in the Cévennes-Vivarais region

Caroline Bernard-Michel , Laurent Gardes , Stéphane Girard , Gilles Molinié
SETA 2009 - Spatial Extremes, Theory and Applications, Apr 2009, Lisbonne, Portugal. pp.CDROM, 2009
Documents associated with scientific events hal-00762719v1