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Charlotte Pelletier
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Inceptiontime: Finding alexnet for time series classification
H Ismail Fawaz, B Lucas, G Forestier, C Pelletier, DF Schmidt, J Weber, ...
Data Mining and Knowledge Discovery 34 (6), 1936-1962, 2020
10882020
Assessing the robustness of Random Forests to map land cover with high resolution satellite image time series over large areas
C Pelletier, S Valero, J Inglada, N Champion, G Dedieu
Remote Sensing of Environment 187, 156-168, 2016
5462016
Temporal convolutional neural network for the classification of satellite image time series
C Pelletier, GI Webb, F Petitjean
Remote Sensing 11 (5), 523, 2019
4842019
Effect of training class label noise on classification performances for land cover mapping with satellite image time series
C Pelletier, S Valero, J Inglada, N Champion, C Marais Sicre, G Dedieu
Remote Sensing 9 (2), 173, 2017
2182017
TS-CHIEF: a scalable and accurate forest algorithm for time series classification
A Shifaz, C Pelletier, F Petitjean, GI Webb
Data Mining and Knowledge Discovery 34 (3), 742-775, 2020
2132020
Proximity Forest: An effective and scalable distance-based classifier for time series
B Lucas, A Shifaz, C Pelletier, L O’Neill, N Zaidi, B Goethals, F Petitjean, ...
Data Mining and Knowledge Discovery, 1-29, 2019
1852019
Detection of irrigated crops from Sentinel-1 and Sentinel-2 data to estimate seasonal groundwater use in South India
S Ferrant, A Selles, M Le Page, PA Herrault, C Pelletier, A Al-Bitar, ...
Remote Sensing 9 (11), 1119, 2017
1112017
Soil texture estimation using radar and optical data from Sentinel-1 and Sentinel-2
S Bousbih, M Zribi, C Pelletier, A Gorrab, Z Lili-Chabaane, N Baghdadi, ...
Remote Sensing 11 (13), 1520, 2019
1062019
BreizhCrops: A Time Series Dataset for Crop Type Mapping
M Rußwurm, C Pelletier, M Zollner, S Lefèvre, M Körner
The International Archive of Photogrammetry, Remote Sensing, and Spatial …, 2020
862020
Crop type mapping from optical and radar time series using attention-based deep learning
S Ofori-Ampofo, C Pelletier, S Lang
Remote Sensing 13 (22), 4668, 2021
502021
Deep learning for the classification of Sentinel-2 image time series
C Pelletier, GI Webb, F Petitjean
IGARSS 2019-2019 IEEE International Geoscience and Remote Sensing Symposium …, 2019
332019
A bayesian-inspired, deep learning-based, semi-supervised domain adaptation technique for land cover mapping
B Lucas, C Pelletier, D Schmidt, GI Webb, F Petitjean
Machine Learning 112 (6), 1941-1973, 2023
292023
Elastic similarity and distance measures for multivariate time series
A Shifaz, C Pelletier, F Petitjean, GI Webb
Knowledge and Information Systems 65 (6), 2665-2698, 2023
282023
TimeMatch: Unsupervised cross-region adaptation by temporal shift estimation
J Nyborg, C Pelletier, S Lefèvre, I Assent
ISPRS Journal of Photogrammetry and Remote Sensing 188, 301-313, 2022
282022
Generalized classification of satellite image time series with thermal positional encoding
J Nyborg, C Pelletier, I Assent
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022
222022
Unsupervised Domain Adaptation Techniques for Classification of Satellite Image Time Series
B Lucas, C Pelletier, D Schmidt, GI Webb, F Petitjean
IGARSS 2020-2020 IEEE International Geoscience and Remote Sensing Symposium …, 2020
162020
Patch-based reconstruction of high resolution satellite image time series with missing values using spatial, spectral and temporal similarities
S Valero, C Pelletier, M Bertolino
2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS …, 2016
132016
What can 100,000 books tell us about the international public library e-lending landscape?
R Giblin, J Kennedy, C Pelletier, J Thomas, KG Weatherall, F Petitjean
Information Research 24, 3, 2019
102019
Filtering mislabeled data for improving time series classification
C Pelletier, S Valero, J Inglada, G Dedieu, N Champion
2017 9th international workshop on the analysis of multitemporal remote …, 2017
102017
Cartographie de l'occupation des sols à partir de séries temporelles d'images satellitaires à hautes résolutions: identification et traitement des données mal étiquetées
C Pelletier
Université de Toulouse, Université Toulouse III-Paul Sabatier, 2017
92017
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Articles 1–20