Catherine Pothier

According to our database, Catherine Pothier authored at least 10 papers between 2014 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Bijective graph learning architecture with multi-level attributes interaction.

Ikenna Oluigbo, Stefan Duffner, Kajal Eybpoosh, Catherine Pothier

Data Min. Knowl. Discov., February, 2026

2019

Ranking evolution maps for Satellite Image Time Series exploration: application to crustal deformation and environmental monitoring.

Nicolas Méger, Christophe Rigotti, Catherine Pothier, Tuan Nguyen, Felicity Lodge, Lionel Gueguen, Rémi Andreoli, Marie-Pierre Doin, Mihai Datcu

Data Min. Knowl. Discov., 2019

A Pattern-Based Mining System for Exploring Displacement Field Time Series.

Tuan Nguyen, Nicolas Méger, Christophe Rigotti, Catherine Pothier, Noel Gourmelen, Emmanuel Trouvé

Proceedings of the 2019 International Conference on Data Mining Workshops, 2019

2018

A Pattern-Based Method For Handling Confidence Measures While Mining Satellite Displacement Field Time Series: Application to Greenland Ice Sheet and Alpine Glaciers.

Tuan Nguyen, Nicolas Méger, Christophe Rigotti, Catherine Pothier, Emmanuel Trouvé, Noel Gourmelen, Jean-Louis Mugnier

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018

Finding Complementary and Reliable Patterns in Displacement Field Time Series of Alpine Glaciers.

Tuan Nguyen, Nicolas Méger, Christophe Rigotti, Catherine Pothier, Emmanuel Trouvé, Jean-Louis Mugnier

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

2017

Handling coherence measures of displacement field time series: Application to Greenland ice sheet glaciers.

Tuan Nguyen, Nicolas Méger, Christophe Rigotti, Catherine Pothier, Emmanuel Trouvé, Noel Gourmelen

Proceedings of the 9th International Workshop on the Analysis of Multitemporal Remote Sensing Images, 2017

2016

SITS-P2miner: Pattern-Based Mining of Satellite Image Time Series.

Tuan Nguyen, Nicolas Méger, Christophe Rigotti, Catherine Pothier, Rémi Andreoli

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2016

2015

Swap Randomization of Bases of Sequences for Mining Satellite Image Times Series.

Nicolas Méger, Christophe Rigotti, Catherine Pothier

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2015

A swap randomization approach for mining motion field time series over the Argentiere glacier.

Youen Pericault, Catherine Pothier, Nicolas Méger, Christophe Rigotti, Flavien Vernier, Ha Thai Pham, Emmanuel Trouvé

Proceedings of the 8th International Workshop on the Analysis of Multitemporal Remote Sensing Images, 2015

2014

Iterative summarization of satellite image time series.

Felicity Lodge, Nicolas Méger, Christophe Rigotti, Catherine Pothier, Marie-Pierre Doin

Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014