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The Analog Ensemble Kalman Filter and Smoother

Pierre Tandeo , Pierre Ailliot , Ronan Fablet , Juan Ruiz , François Rousseau , et al.
CI 2014 : 4th International Workshop on Climate Informatics, Sep 2014, Boulder, United States
Conference papers hal-01188825v1

Une brève introduction aux Données Massives - Challenges et perspectives

Romain Picot-Clémente , Cécile Bothorel , Philippe Lenca
Actuariat : Nouveaux Enjeux et Nouveaux Risques - Université d'été 2015, Jul 2015, Brest, France
Conference papers hal-01174979v1

Using archived datasets for missing data interpolation in ocean remote sensing observation series

Redouane Lguensat , Pierre Tandeo , Pierre Ailliot , Ronan Fablet , Bertrand Chapron
OCEANS 2016 - Shangai : MTS/IEEE international conference, Apr 2016, Shanghai, China. IEEE/MTS, pp.1 - 6, ⟨10.1109/OCEANSAP.2016.7485433⟩
Conference poster hal-01355266v1

Ship Profile Imaging Using Multipath Backscattering

Jean-Marc Le Caillec , Jérôme Habonneau , Ali Khenchaf
Remote Sensing, 2019, 11 (7), pp.748. ⟨10.3390/rs11070748⟩
Journal articles hal-02111493v1
Image document

Joint Estimation of Model and Observation Error Covariance Matrices in Data Assimilation: a Review

Pierre Tandeo , Pierre Ailliot , Marc Bocquet , Alberto Carrassi , Takemasa Miyoshi , et al.
2018
Preprints, Working Papers, ... hal-01867958v1

Guest editor's introduction: special issue on discovery science 2012 - Journal of Intelligent Information Systems

Philippe Lenca , Jean-Marc Petit
Springer, 44(2), pp.191-192, 2015
Books hal-01185083v1
Image document

Kohonen's Map Approach for the Belief Mass Modeling

Imen Hammami , Grégoire Mercier , Atef Hamouda , Jean Dezert
IEEE Transactions on Neural Networks and Learning Systems, 2015, 27 (10), pp.2060 - 2071. ⟨10.1109/TNNLS.2015.2480772⟩
Journal articles hal-01865183v1

Estimating model error covariances in nonlinear state-space models using Kalman smoothing and the expectation-maximisation algorithm

Denis Dreano , Pierre Tandeo , Manuel Pulido , Boujemaa Ait-El-Fquih , Thierry Chonavel , et al.
Quarterly Journal of the Royal Meteorological Society, 2017, 143 (705), pp.1877 - 1885 ⟨10.1002/qj.3048⟩
Journal articles hal-01574682v1

Guest editor's introduction: special issue on quality issues, measures of interestingness and evaluation of data mining models - Journal of Intelligent Information Systems

Philippe Lenca , Stéphane Lallich
Springer, 45(3), pp.3, 2015
Books hal-01243257v1
Image document

Combining analog method and ensemble data assimilation: application to the Lorenz-63 chaotic system

Pierre Tandeo , Pierre Ailliot , Juan Ruiz , Alexis Hannart , Bertrand Chapron , et al.
Machine Learning and Data Mining Approaches to Climate Science: proceedings of the 4th International Workshop on Climate Informatics, Springer, pp.3-12, 2015, 978-3-319-17219-4. ⟨10.1007/978-3-319-17220-0_1⟩
Book sections hal-01202496v1