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Ailliot, Pierre
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1

Selecting and weighting dynamical models using data-driven ..:

Le Bras, Pierre ; Sévellec, Florian ; Tandeo, Pierre..
Nonlinear Processes in Geophysics.  31 (2024)  3 - p. 303-317 , 2024
Link: https://doi.org/10.5194/..
 
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2

EM algorithm for generalized Ridge regression with spatial ..:

Obakrim, Said ; Ailliot, Pierre ; Monbet, Valérie.
Environmetrics.  , 2024
Link: https://doi.org/10.1002/..
 
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3

Learning the spatiotemporal relationship between wind and s..:

Obakrim, Said ; Monbet, Valérie ; Raillard, Nicolas.
Environmental Data Science.  2 (2023)  - p. , 2023
Link: https://doi.org/10.1017/..
 
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4

Data-driven reconstruction of partially observed dynamical ..:

Tandeo, Pierre ; Ailliot, Pierre ; Sévellec, Florian
Nonlinear Processes in Geophysics.  30 (2023)  2 - p. 129-137 , 2023
Link: https://doi.org/10.5194/..
 
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5

Statistical modeling of the space–time relation between win..:

Obakrim, Said ; Ailliot, Pierre ; Monbet, Valérie.
Advances in Statistical Climatology, Meteorology and Oceanography.  9 (2023)  1 - p. 67-81 , 2023
Link: https://doi.org/10.5194/..
 
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6

A meta-Gaussian distribution for sub-hourly rainfall:

Boutigny, Marie ; Ailliot, Pierre ; Chaubet, Aurore..
Stochastic Environmental Research and Risk Assessment.  37 (2023)  10 - p. 3915-3927 , 2023
Link: https://doi.org/10.1007/..
 
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7

Deep learning for statistical downscaling of sea states:

Michel, Marceau ; Obakrim, Said ; Raillard, Nicolas..
Advances in Statistical Climatology, Meteorology and Oceanography.  8 (2022)  1 - p. 83-95 , 2022
Link: https://doi.org/10.5194/..
 
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8

Analog data assimilation for the selection of suitable gene..:

Ruiz, Juan ; Ailliot, Pierre ; Chau, Thi Tuyet Trang...
Geoscientific Model Development.  15 (2022)  18 - p. 7203-7220 , 2022
Link: https://doi.org/10.5194/..
 
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9

An algorithm for non-parametric estimation in state–space m..:

Chau, Thi Tuyet Trang ; Ailliot, Pierre ; Monbet, Valérie
Computational Statistics & Data Analysis.  153 (2021)  - p. 107062 , 2021
Link: https://doi.org/10.1016/..
 
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10

Stochastic weather generator for the design and reliability..:

Ailliot, Pierre ; Boutigny, Marie ; Koutroulis, Eftichis..
Renewable Energy.  158 (2020)  - p. 541-553 , 2020
Link: https://doi.org/10.1016/..
 
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11

Time‐change models for asymmetric processes:

Ailliot, Pierre ; Delyon, Bernard ; Monbet, Valérie.
Scandinavian Journal of Statistics.  46 (2019)  4 - p. 1072-1097 , 2019
Link: https://doi.org/10.1111/..
 
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12

Sparse vector Markov switching autoregressive models. Appli..:

Monbet, Valérie ; Ailliot, Pierre
Computational Statistics & Data Analysis.  108 (2017)  - p. 40-51 , 2017
Link: https://doi.org/10.1016/..
 
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13

Comparison of hidden and observed regime-switching autoregr..:

Bessac, Julie ; Ailliot, Pierre ; Cattiaux, Julien.
Advances in Statistical Climatology, Meteorology and Oceanography.  2 (2016)  1 - p. 1-16 , 2016
Link: https://doi.org/10.5194/..
 
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14

Modeling process asymmetries with Laplace moving average:

Raillard, Nicolas ; Prevosto, Marc ; Ailliot, Pierre
Computational Statistics & Data Analysis.  81 (2015)  - p. 24-37 , 2015
Link: https://doi.org/10.1016/..
 
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15

Characterization of Time-Varying Regimes in Remote Sensing ..:

Saulquin, Bertrand ; Fablet, Ronan ; Ailliot, Pierre...
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.  8 (2015)  1 - p. 406-417 , 2015
Link: https://doi.org/10.1109/..
 
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