Publications

Journal Articles

1. Spatial and Temporal Variation of Urban Heat Islands in French Guiana

   Gustave Ilunga, Jessica Bechet, Laurent Linguet, and 2 more authors

   Sensors, 2024

   Bib HTML

   @article{Ilunga2024,
     author = {Ilunga, Gustave and Bechet, Jessica and Linguet, Laurent and Zermani, Sara and Mahamat, Chabakata},
     title = {Spatial and Temporal Variation of Urban Heat Islands in French Guiana},
     journal = {Sensors},
     volume = {24},
     year = {2024},
     number = {6},
     article-number = {1931},
     issn = {1424-8220},
     doi = {10.3390/s24061931}
   }

2. Updated GOES-13 Heliosat-2 Method for Global Horizontal Irradiation in the Americas

   Jessica Bechet, Tommy Albarelo, Jérémy Macaire, and 4 more authors

   Remote Sensing, 2022

   Bib HTML

   @article{Bechet2022,
     author = {Bechet, Jessica and Albarelo, Tommy and Macaire, Jérémy and Salloum, Maha and Zermani, Sara and Primerose, Antoine and Linguet, Linguet},
     title = {Updated GOES-13 Heliosat-2 Method for Global Horizontal Irradiation in the Americas},
     journal = {Remote Sensing},
     volume = {14},
     year = {2022},
     number = {1},
     article-number = {224},
     url = {https://www.mdpi.com/2072-4292/14/1/224},
     issn = {2072-4292},
     doi = {10.3390/rs14010224}
   }

3. A Bayesian Nonparametric Model for Unsupervised Joint Segmentation of a Collection of Images

   Jessica Sodjo, Audrey Giremus, Nicolas Dobigeon, and 1 more author

   IEEE Access, 2019

   Bib HTML

   @article{Sodjo2019,
     author = {Sodjo, Jessica and Giremus, Audrey and Dobigeon, Nicolas and Caron, François},
     journal = {IEEE Access},
     title = {A Bayesian Nonparametric Model for Unsupervised Joint Segmentation of a Collection of Images},
     year = {2019},
     volume = {7},
     number = {},
     pages = {120176-120188},
     doi = {10.1109/ACCESS.2019.2936541}
   }

Conference Articles

1. Artificial Neural Network in Photovoltaic-Battery Microgrid System for Controlling the Battery Current in French Guiana : Battery Life Improvement

   Chabakata Mahamat, Gustave Ilunga, Jessica Bechet, and 2 more authors

   In 2022 13th International Renewable Energy Congress (IREC), 2022

   Bib HTML

   @inproceedings{Mahamat2022,
     author = {Mahamat, Chabakata and Ilunga, Gustave and Bechet, Jessica and Zermani, Sara and Linguet, Laurent},
     booktitle = {2022 13th International Renewable Energy Congress (IREC)},
     title = {Artificial Neural Network in Photovoltaic-Battery Microgrid System for Controlling the Battery Current in French Guiana : Battery Life Improvement},
     year = {2022},
     month = {},
     volume = {},
     number = {},
     pages = {1-6},
     doi = {10.1109/IREC56325.2022.10002124}
   }

2. Intraday Post-processing of Solar Irradiation Forecasts from WRF Model Using Satellite-Derived Data in French Guiana.

   Maha Salloum, Jérémy Macaire, Sara Zermani, and 3 more authors

   In EU PVSEC 2021, Sep 2021
3. Feature Selection using Kernel Conditional Density Estimator for day-ahead regional PV power forecasting in French Guiana

   Jérémy Macaire, Maha Salloum, Jessica Bechet, and 2 more authors

   In EU PVSEC 2021, Sep 2021
4. Uncertainty Reduction in the Neural Network’s Weather Forecast for the Andean City of Quito Through the Adjustment of the Posterior Predictive Distribution Based on Estimators

   Ricardo Llugsi, Allyx Fontaine, Pablo Lupera, and 2 more authors

   In Information and Communication Technologies, Sep 2020

   Bib HTML

   @inproceedings{Llugsi,
     author = {Llugsi, Ricardo and Fontaine, Allyx and Lupera, Pablo and Bechet, Jessica and El Yacoubi, Samira},
     title = {Uncertainty Reduction in the Neural Network's Weather Forecast for the Andean City of Quito Through the Adjustment of the Posterior Predictive Distribution Based on Estimators},
     booktitle = {Information and Communication Technologies},
     year = {2020},
     publisher = {Springer International Publishing},
     pages = {535--548}
   }

5. A generalized Swendsen-Wang algorithm for Bayesian nonparametric joint segmentation of multiple images

   Jessica Sodjo, Audrey Giremus, Nicolas Dobigeon, and 1 more author

   In 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Sep 2017

   Bib HTML

   @inproceedings{Sodjo2017,
     author = {Sodjo, Jessica and Giremus, Audrey and Dobigeon, Nicolas and Giovannelli, Jean-FranÇois},
     booktitle = {2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
     title = {A generalized Swendsen-Wang algorithm for Bayesian nonparametric joint segmentation of multiple images},
     year = {2017},
     volume = {},
     number = {},
     pages = {1882-1886},
     doi = {10.1109/ICASSP.2017.7952483}
   }

6. Joint segmentation of multiple images with shared classes: A Bayesian nonparametrics approach

   Jessica Sodjo, Audrey Giremus, François Caron, and 2 more authors

   In 2016 IEEE Statistical Signal Processing Workshop (SSP), 2016

   Bib HTML

   @inproceedings{Sodjo2016,
     author = {Sodjo, Jessica and Giremus, Audrey and Caron, François and Giovannelli, Jean-François and Dobigeon, Nicolas},
     booktitle = {2016 IEEE Statistical Signal Processing Workshop (SSP)},
     title = {Joint segmentation of multiple images with shared classes: A Bayesian nonparametrics approach},
     year = {2016},
     month = {},
     doi = {10.1109/SSP.2016.7551735}
   }

7. Expression explicite de l’évidence pour l’estimation du nombre de composantes d’un mélange de gaussiennes : cas particulier d’un petit nombre d’observations.

   Jessica Sodjo, and Jean-François Giremus

   In GRETSI, 2015

   Bib HTML

   @inproceedings{Sodjo2018,
     author = {Sodjo, Jessica and Giremus, Audrey aand Giovannelli, Jean-François},
     booktitle = {GRETSI},
     title = {Expression explicite de l’évidence pour l’estimation du nombre de composantes d’un mélange de gaussiennes : cas particulier d’un petit nombre d’observations.},
     year = {2015},
     month = {},
     doi = {}
   }