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1

Non-homogeneous hidden Markov-switching models for wind time series

Ailliot, Pierre, Bessac, Julie, Monbet, Valérie, Pène, Françoise

Journal:

Journal of Statistical Planning and Inference

Year:

2015

Language:

english

File:

PDF, 1.60 MB

english, 2015

2

An autoregressive model with time-varying coefficients for wind fields

Pierre Ailliot, Valérie Monbet, Marc Prevosto

Journal:

Year:

2006

Language:

english

File:

PDF, 394 KB

english, 2006

3

Linear Gaussian state-space model with irregular sampling: application to sea surface temperature

Pierre Tandeo, Pierre Ailliot, Emmanuelle Autret

Journal:

Stochastic Environmental Research and Risk Assessment

Year:

2011

Language:

english

File:

PDF, 920 KB

english, 2011

4

Sparse vector Markov switching autoregressive models. Application to multivariate time series of temperature

Monbet, Valérie, Ailliot, Pierre

Journal:

Computational Statistics & Data Analysis

Year:

2016

Language:

english

File:

PDF, 740 KB

english, 2016

5

Stochastic weather generator for the design and reliability evaluation of desalination systems with Renewable Energy Sources

Ailliot, Pierre, Boutigny, Marie, Koutroulis, Eftichis, Malisovas, Athanasios, Monbet, ValÃ©rie

Journal:

Renewable Energy

Year:

2020

File:

PDF, 2.32 MB

2020

6

Space–time models for moving fields with an application to significant wave height fields

Pierre Ailliot, Anastassia Baxevani, Anne Cuzol, Valerie Monbet, Nicolas Raillard

Journal:

Year:

2011

Language:

english

File:

PDF, 2.16 MB

english, 2011

7

Some theoretical results on Markov-switching autoregressive models with gamma innovations

Journal:

Comptes Rendus Mathematique

Year:

2006

Language:

english

File:

PDF, 99 KB

english, 2006

8

L1-convergence of smoothing densities in non-parametric state space models

Valérie Monbet, Pierre Ailliot, Pierre-François Marteau

Journal:

Statistical Inference for Stochastic Processes

Year:

2008

Language:

english

File:

PDF, 277 KB

english, 2008

9

Space–time modelling of precipitation by using a hidden Markov model and censored Gaussian distributions

Pierre Ailliot, Craig Thompson, Peter Thomson

Journal:

Journal of the Royal Statistical Society: Series C (Applied Statistics)

Year:

2009

Language:

english

File:

PDF, 4.73 MB

english, 2009

10

Markov-switching autoregressive models for wind time series

Pierre Ailliot, Valérie Monbet

Journal:

Environmental Modelling & Software

Year:

2012

Language:

english

File:

PDF, 481 KB

english, 2012

11

Global Observations of Ocean-Bottom Subinertial Current Dissipation

Wright, Corwin J., Scott, Robert B., Furnival, Darran, Ailliot, Pierre, Vermet, Franck

Journal:

Journal of Physical Oceanography

Year:

2013

Language:

english

File:

PDF, 1.74 MB

english, 2013

12

Mixed methods for fitting the GEV distribution

Ailliot, Pierre, Thompson, Craig, Thomson, Peter

Journal:

Water Resources Research

Year:

2011

Language:

english

File:

PDF, 537 KB

english, 2011

13

Dynamical partitioning of directional ocean wave spectra

Ailliot, Pierre, Maisondieu, Christophe, Monbet, Valérie

Journal:

Probabilistic Engineering Mechanics

Year:

2013

Language:

english

File:

PDF, 907 KB

english, 2013

14

Modeling process asymmetries with Laplace moving average

Raillard, Nicolas, Prevosto, Marc, Ailliot, Pierre

Journal:

Computational Statistics & Data Analysis

Year:

2015

Language:

english

File:

PDF, 1.30 MB

english, 2015

15

Improvement ocean wave spectra estimation using the temporal structure of wave systems

Kpogo-Nuwoklo, K. Agbéko, Ailliot, Pierre, Olagnon, Michel, Guédé, Zakoua, Arnault, Sabine

Journal:

Coastal Engineering

Year:

2015

Language:

english

File:

PDF, 6.91 MB

english, 2015

16

[IEEE IGARSS 2014 - 2014 IEEE International Geoscience and Remote Sensing Symposium - Quebec City, QC (2014.7.13-2014.7.18)] 2014 IEEE Geoscience and Remote Sensing Symposium - Hidden surface dynamical modes and SSH retrievals from a joint analysis of altimetry and microwave SST

Tandeo, Pierre, Fablet, Ronan, Ailliot, Pierre

Year:

2014

Language:

english

File:

PDF, 755 KB

english, 2014

17

Characterization of Time-Varying Regimes in Remote Sensing Time Series: Application to the Forecasting of Satellite-Derived Suspended Matter Concentrations

Saulquin, Bertrand, Fablet, Ronan, Ailliot, Pierre, Mercier, Gregoire, Doxaran, David, Mangin, Antoine, Fanton d'Andon, Odile Hembise

Journal:

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Year:

2015

Language:

english

File:

PDF, 1.74 MB

english, 2015

18

[IEEE 2015 IEEE International Conference on Image Processing (ICIP) - Quebec City, QC, Canada (2015.9.27-2015.9.30)] 2015 IEEE International Conference on Image Processing (ICIP) - Non-parametric Ensemble Kalman methods for the inpainting of noisy dynamic textures

Lguensat, Redouane, Tandeo, Pierre, Fablet, Ronan, Ailliot, Pierre

Year:

2015

Language:

english

File:

PDF, 1.26 MB

english, 2015

19

[IEEE 2014 IEEE International Conference on Image Processing (ICIP) - Paris, France (2014.10.27-2014.10.30)] 2014 IEEE International Conference on Image Processing (ICIP) - Ocean surface current retrieval using a non homogeneous Markov-switching multi-regime model

Tandeo, Pierre, Fablet, Ronan, Ailliot, Pierre

Year:

2014

Language:

english

File:

PDF, 1.99 MB

english, 2014

20

Space: Time Modelling of Precipitation by Using a Hidden Markov Model and Censored Gaussian Distributions

Pierre Ailliot, Craig Thompson and Peter Thomson

Journal:

Journal of the Royal Statistical Society: Series C (Applied Statistics)

Year:

2009

Language:

english

File:

PDF, 3.66 MB

english, 2009

21

[IEEE OCEANS 2016 - Shanghai - Shanghai, China (2016.4.10-2016.4.13)] OCEANS 2016 - Shanghai - Using archived datasets for missing data interpolation in ocean remote sensing observation series

Lguensat, Redouane, Tandeo, Pierre, Ailliot, Pierre, Chapron, Bertrand, Fablet, Ronan

Year:

2016

Language:

english

File:

PDF, 339 KB

english, 2016

22

[IEEE 2016 24th European Signal Processing Conference (EUSIPCO) - Budapest, Hungary (2016.8.29-2016.9.2)] 2016 24th European Signal Processing Conference (EUSIPCO) - An exemplar-based hidden Markov model framework for nonlinear state-space models

Lguensat, Redouane, Fablet, Ronan, Ailliot, Pierre, Tandeo, Pierre

Year:

2016

Language:

english

File:

PDF, 390 KB

english, 2016

23

[IEEE 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Shanghai (2016.3.20-2016.3.25)] 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - Non-negative decomposition of linear relationships: Application to multi-source ocean remote sensing data

Lopez-Radcenco, Manuel, Aissa-El-Bey, Abdeldjalil, Ailliot, Pierre, Tandeo, Pierre, Fablet, Ronan

Year:

2016

Language:

english

File:

PDF, 358 KB

english, 2016

24

The Analog Data Assimilation

Lguensat, Redouane, Tandeo, Pierre, Ailliot, Pierre, Pulido, Manuel, Fablet, Ronan

Journal:

Monthly Weather Review

Year:

2017

Language:

english

File:

PDF, 2.26 MB

english, 2017

25

[IEEE 2017 IEEE International Conference on Image Processing (ICIP) - Beijing, China (2017.9.17-2017.9.20)] 2017 IEEE International Conference on Image Processing (ICIP) - Locally-adapted convolution-based super-resolution of irregularly-sampled ocean remote sensing data

Lopez-Radcenco, Manuel, Fablet, Ronan, Aissa-El-Bey, Abdeldjalil, Ailliot, Pierre

Year:

2017

Language:

english

File:

PDF, 172 KB

english, 2017

26

Lee wave generation rates in the deep ocean

Wright, Corwin J., Scott, Robert B., Ailliot, Pierre, Furnival, Darran

Journal:

Geophysical Research Letters

Year:

2014

Language:

english

File:

PDF, 577 KB

english, 2014

27

Consistency of the maximum likelihood estimate for non-homogeneous Markov–switching models

Ailliot, Pierre, Pène, Françoise

Journal:

ESAIM Probability and Statistics

Year:

2015

Language:

english

File:

PDF, 481 KB

english, 2015

28

An algorithm for non-parametric estimation in state-space models

Chau, Thi Tuyet Trang, Ailliot, Pierre, Monbet, ValÃ©rie

Journal:

Computational Statistics & Data Analysis

Year:

2020

File:

PDF, 4.38 MB

2020

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