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Structure: Internal structure identifier : 1042521
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Impact of long term water deficit on production and flowering occurrence in the ‘Granny Smith’ apple tree cultivar

Benoit Pallas , Weiwei Yang , Jean-Baptiste Durand , Sébastien S. Martinez , Evelyne E. Costes
11. Symposium on Integrating Canopy, Rootstockand Environmental Physiology in Orchard Systems, Aug 2016, Bologna, Italy
Conference papers hal-02741813v1
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Localizing the latent structure canonical uncertainty: entropy profiles for hidden Markov models

Jean-Baptiste Durand , Yann Guédon
Statistics and Computing, 2016, 26 (1), pp.549-567. ⟨10.1007/s11222-014-9494-9⟩
Journal articles hal-01090836v1
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Analyse de séquences oculométriques et d'électroencéphalogrammes par modèles markoviens cachés

Jean-Baptiste Durand , Anne Guérin-Dugué , Sophie Achard
JdS 2016 - 48èmes Journées de la Statistique, May 2016, Montpellier, France
Conference papers hal-01339458v1

Estimation of extreme expectiles from heavy tailed distributions

Stéphane Girard , Abdelaati Daouia , Gilles Stupfler
9th International Conference of the ERCIM WG on Computational and Methodological Statistics, Dec 2016, Seville, Spain
Conference papers hal-01415586v1
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Rectified binaural ratio: A complex T-distributed feature for robust sound localization

Antoine Deleforge , Florence Forbes
European Signal Processing Conference, Aug 2016, Budapest, Hungary. pp.1257-1261, ⟨10.1109/EUSIPCO.2016.7760450⟩
Conference papers hal-01372337v1

High Dimensional Kullback-Leibler Divergence for grassland object-oriented classification from high resolution satellite image time series

Mailys Lopes , Mathieu Fauvel , Stéphane Girard , David Sheeren , Marc Lang
Living Planet Symposium, May 2016, Prague, Czech Republic. , 1 p., 2016
Poster communications hal-01326865v1
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On the relative approximation error of extreme quantiles by the block maxima method

Clément Albert , Anne Dutfoy , Stéphane Girard
10th International Conference on Extreme Value Analysis, Jun 2017, Delft, Netherlands
Conference papers hal-01571047v1
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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

Bayesian nonparametric clustering

Julyan Arbel
School of Statistics for Astrophysics: Bayesian methodology, Oct 2017, Autrans, France
Conference papers hal-01667760v1

Truncation error of a superposed gamma process in a decreasing order representation

Julyan Arbel
NIPS Meeting, Dec 2016, Barcelone, Spain
Conference papers hal-01667804v1
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On the estimation of the functional Weibull tail-coefficient

Laurent Gardes , Stéphane Girard
Journal of Multivariate Analysis, 2016, Special Issue on Statistical Models and Methods for High or Infinite Dimensional Spaces, 146 (C), pp.29--45. ⟨10.1016/j.jmva.2015.05.007⟩
Journal articles hal-01063569v3
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Un nouvel estimateur des quantiles extrêmes basé sur le modèle “log Weibull-tail” généralisé

Clément Albert , Anne Dutfoy , Laurent Gardes , Stéphane Girard
SFDS 2018 - 50èmes Journées de Statistique, May 2018, Saclay, France. pp.1-6
Conference papers hal-01807672v1
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Challenges d'analyse de données : une formation par la pratique transversale et multidisciplinaire en science des données

Jean-Baptiste Durand
CFIES2017 - Colloque Francophone International sur l’Enseignement de la Statistique, Sep 2017, Grenoble, France
Conference papers hal-01611032v1

Massive hyperspectral images analysis by inverse regression of physical models

Benoit Kugler , Florence Forbes , Sylvain Douté
StatLearn 2019 Workshop on Challenging problems in Statistical Learning, Apr 2019, Grenoble, France
Poster communications hal-02423640v1
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A new location-scale model for conditional heavy-tailed distributions

Aboubacrène Ag Ahmad , Aliou Diop , El Hadji Deme , Stéphane Girard
IFSS 2018 - 2nd Italian-French Statistics Seminar, Sep 2018, Grenoble, France
Poster communications hal-01942204v1

A Bayesian Nonparametric Approach to Ecological Risk Assessment

Julyan Arbel , Guillaume Kon Kam King , Igor Prünster
SMPGD 2018 - Workshop on Statistical Methods for Post Genomic Data, Jan 2018, Montpellier, France
Conference papers hal-01950669v1

Bayesian estimation of natural extreme risk measures. Application to agricultural insurance

Meryem Bousebata , Geoffroy Enjolras , Stéphane Girard
IDRiM 2019 - 10th conference of the international society for Integrated Disaster Risk Management, Oct 2019, Nice, France
Conference papers hal-02276292v1

Modèles génératifs

Marianne Clausel , Jean-Baptiste Durand
Data Science. Cours et exercices, Eyrolles, 2018, 978-2-212-67410-1
Book sections hal-01961722v1
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Mixture Models for the characterization of brain abnormalities in "de novo" Parkinsonian patients

Verónica Muñoz Ramírez , Michel Dojat , Florence Forbes
CNIV 2019 - 3e Congrès National d’Imagerie du Vivant, Feb 2019, Paris, France. pp.1-16
Conference papers hal-02436886v1

Data Science

Massih-Reza Amini , Renaud Blanch , Marianne Clausel , Jean-Baptiste Durand , Éric Gaussier , et al.
Eyrolles, 2018, 9782212674101
Books hal-01978692v1
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Approximation results regarding the multiple-output Gaussian gated mixture of linear experts model

Hien Duy Nguyen , Faicel Chamroukhi , Florence Forbes
Neurocomputing, 2019, 366, pp.208-214. ⟨10.1016/j.neucom.2019.08.014⟩
Journal articles hal-02265793v1
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Prediction with high dimensional regression via hierarchically structured Gaussian mixtures and latent variables

Chun-Chen Tu , Florence Forbes , Benjamin Lemasson , Naisyin Wang
Journal of the Royal Statistical Society: Series C Applied Statistics, 2019, 68 (5), pp.1485-1507. ⟨10.1111/rssc.12370⟩
Journal articles hal-02263144v1
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Deux méthodes statistiques pour la classification et la régression en grande dimension

Stéphane Girard
2019
Preprints, Working Papers, ... hal-02156948v1

Extreme-value-theoretic estimation of local intrinsic dimensionality

Laurent Amsaleg , Oussama Chelly , Teddy Furon , Stéphane Girard , Michael E Houle , et al.
Data Mining and Knowledge Discovery, 2018, 32 (6), pp.1768-1805. ⟨10.1007/s10618-018-0578-6⟩
Journal articles hal-01864580v1
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Caractérisation de la variabilité glycémique par analyse statistique multivariée

Fei Zheng , Stephane Bonnet , Florence Forbes , Manon Jalbert , Sandrine Lablanche , et al.
GRETSI 2019 - XXVIIème Colloque francophonede traitement du signal et des images, Aug 2019, Lille, France. pp.1-4
Conference papers hal-02415082v1

High Dimensional Kullback-Leibler Divergence for grassland object-oriented classification from high resolution satellite image time series

Mailys Lopes , Mathieu Fauvel , Stéphane Girard , David Sheeren , Marc Lang
4ème Journée Thématique du Programme National de Télédétection Spatiale (PNTS), Mar 2016, Paris, France. 2016
Poster communications hal-01366221v1
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Spectro-Temporal Heterogeneity Measures from Dense High Spatial Resolution Satellite Image Time Series: Application to Grassland Species Diversity Estimation

Mailys Lopes , Mathieu Fauvel , Annie Ouin , Stéphane Girard
Remote Sensing, 2017, 9 (10), pp.993:1-23. ⟨10.3390/rs9100993⟩
Journal articles hal-01613722v1
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Sequential Quasi Monte Carlo for Dirichlet Process Mixture Models

Julyan Arbel , Jean-Bernard Salomond
NIPS - Conference on Neural Information Processing Systems, Dec 2016, Barcelone, Spain
Conference papers hal-01405568v1
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Structured Mixture of Linear Mappings in High Dimension

Chun-Chen Tu , Florence Forbes , Benjamin Lemasson , Naisyin Wang
2018
Preprints, Working Papers, ... hal-01700053v1

Suivi de l'hétérogénéité de la croissance des gliomes par IRM multiparamétrique analysée par clustering

Benjamin Lemasson , Nora Collomb , Alexis Arnaud , Florence Forbes , Emmanuel L. Barbier
SFRMBM Societe Francaise de Resonance Magnetique en Biologie et Medecine, Mar 2017, Bordeaux, France
Conference papers hal-01652300v1