Baptiste Lafabregue
Orcid: 0000-0002-5524-0074
According to our database1,
Baptiste Lafabregue
authored at least 11 papers
between 2018 and 2024.
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Bibliography
2024
Écrêter la valeur cible ou filtrer les données en maintenance prévisionnelle : exemple de C-MAPSS.
Proceedings of the Extraction et Gestion des Connaissances, 2024
2022
End-to-end deep representation learning for time series clustering: a comparative study.
Data Min. Knowl. Discov., 2022
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022
Incremental constrained clustering with application to remote sensing images time series.
Proceedings of the IEEE International Conference on Data Mining Workshops, 2022
2021
Clustering et apprentissage profond sous contraintes pour l'analyse de séries temporelles: application à l'analyse temporelle incrémentale en télédétection. (Constrained clustering and deep learning for time series analysis: with application to incremental temporal analysis for remote sensing).
PhD thesis, 2021
Proceedings of the 33rd IEEE International Conference on Tools with Artificial Intelligence, 2021
2020
FODOMUST - Une plateforme de clustering collaboratif sous contraintes incrémental de séries temporelles.
Proceedings of the Extraction et Gestion des Connaissances, 2020
2019
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019
Proceedings of MACLEAN: MAChine Learning for EArth ObservatioN Workshop co-located with the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD 2019), 2019
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
2018
Constrained distance based clustering for time-series: a comparative and experimental study.
Data Min. Knowl. Discov., 2018