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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
9782020
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
5262016
Temporal convolutional neural network for the classification of satellite image time series
C Pelletier, GI Webb, F Petitjean
Remote Sensing 11 (5), 523, 2019
4662019
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
2122017
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
2052020
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
1772019
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
1092017
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
1042019
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
822020
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
442021
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
322019
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
272023
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
252023
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
222022
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
162022
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
142020
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
112016
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
An assessment of image features and random forest for land cover mapping over large areas using high resolution satellite image time series
C Pelletier, S Valero, J Inglada, G Dedieu, N Champion
2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS …, 2016
92016
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