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2020 – today
- 2023
[j9]Abdourrahmane Mahamane Atto
, Sylvie Galichet, Dominique Pastor, Nicolas Méger:
On joint parameterizations of linear and nonlinear functionals in neural networks. Neural Networks 160: 12-21 (2023)- 2021
- [c16]Hermann Courteille, Alexandre Benoît, Nicolas Méger, Abdourrahmane M. Atto, Dino Ienco:
Channel-Based Attention for Land Cover Classification using Sentinel-2 Time Series. IGARSS 2021: 1077-1080 - [i2]Abdourrahmane Mahamane Atto, Sylvie Galichet, Dominique Pastor, Nicolas Méger:
Parametric Rectified Power Sigmoid Units: Learning Nonlinear Neural Transfer Analytical Forms. CoRR abs/2101.09948 (2021) - [i1]Hermann Courteille, Alexandre Benoît, Nicolas Méger, Abdourrahmane M. Atto, Dino Ienco:
Channel-Based Attention for LCC Using Sentinel-2 Time Series. CoRR abs/2103.16836 (2021)
2010 – 2019
- 2019
- [j8]Nicolas Méger, Christophe Rigotti, Catherine Pothier, Tuan Nguyen, Felicity Lodge, Lionel Gueguen, Rémi Andreoli, Marie-Pierre Doin, Mihai Datcu:
Ranking evolution maps for Satellite Image Time Series exploration: application to crustal deformation and environmental monitoring. Data Min. Knowl. Discov. 33(1): 131-167 (2019) - [c15]Tuan Nguyen, Nicolas Méger, Christophe Rigotti, Catherine Pothier, Noel Gourmelen, Emmanuel Trouvé:
A Pattern-Based Mining System for Exploring Displacement Field Time Series. ICDM Workshops 2019: 1110-1113 - 2018
- [j7]Tuan Nguyen, Nicolas Méger, Christophe Rigotti, Catherine Pothier, Emmanuel Trouvé, Noel Gourmelen, Jean-Louis Mugnier:
A Pattern-Based Method For Handling Confidence Measures While Mining Satellite Displacement Field Time Series: Application to Greenland Ice Sheet and Alpine Glaciers. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11(11): 4390-4402 (2018) - [c14]Tuan Nguyen, Nicolas Méger, Christophe Rigotti, Catherine Pothier, Emmanuel Trouvé, Jean-Louis Mugnier:
Finding Complementary and Reliable Patterns in Displacement Field Time Series of Alpine Glaciers. IGARSS 2018: 4209-4212 - 2017
- [c13]Tuan Nguyen, Nicolas Méger, Christophe Rigotti, Catherine Pothier, Emmanuel Trouvé, Noel Gourmelen:
Handling coherence measures of displacement field time series: Application to Greenland ice sheet glaciers. MultiTemp 2017: 1-4 - 2016
- [c12]Tuan Nguyen, Nicolas Méger, Christophe Rigotti, Catherine Pothier, Rémi Andreoli:
SITS-P2miner: Pattern-Based Mining of Satellite Image Time Series. ECML/PKDD (3) 2016: 63-66 - 2015
- [c11]Youen Pericault, Catherine Pothier, Nicolas Méger, Christophe Rigotti, Flavien Vernier, Ha Thai Pham, Emmanuel Trouvé:
A swap randomization approach for mining motion field time series over the Argentiere glacier. MultiTemp 2015: 1-4 - [c10]Nicolas Méger, Christophe Rigotti, Catherine Pothier:
Swap Randomization of Bases of Sequences for Mining Satellite Image Times Series. ECML/PKDD (2) 2015: 190-205 - 2014
- [c9]Felicity Lodge, Nicolas Méger, Christophe Rigotti, Catherine Pothier, Marie-Pierre Doin:
Iterative summarization of satellite image time series. IGARSS 2014: 1425-1428 - 2013
- [b1]Nicolas Méger:
Motifs séquentiels pour la description de séries temporelles d'images satellitaires et la prévision d'événements. University of Savoy, France, 2013 - [j6]Nicolas Méger:
Editorial. Trans. Mass Data Anal. Images Signals 5(1): 1-2 (2013) - 2012
- [j5]Andreea Julea, Nicolas Méger, Christophe Rigotti, Emmanuel Trouvé, Romain Jolivet, Philippe Bolon:
Efficient Spatio-temporal Mining of Satellite Image Time Series for Agricultural Monitoring. Trans. Mach. Learn. Data Min. 5(1): 23-44 (2012) - [j4]Florent Martin, Nicolas Méger, Sylvie Galichet, Nicolas Becourt:
Forecasting Failures in a Data Stream Context Application to Vacuum Pumping System Prognosis. Trans. Mach. Learn. Data Min. 5(2): 87-116 (2012) - 2011
- [j3]Emmanuel Trouvé, Jean-Marie Nicolas, Laurent Ferro-Famil, Michel Gay, Virginie Pinel, Marie-Pierre Doin, Nicolas Méger, Cécile Lasserre, Gilles Mauris, Flavien Vernier, Renaud Fallourd, Yajing Yan, Olivier Harant, Romain Jolivet:
EFIDIR : extraction et fusion d'informations pour la mesure de déplacements par imagerie radar. Traitement du Signal 28(3-4): 375-416 (2011) - [j2]Andreea Julea, Nicolas Méger, Philippe Bolon, Christophe Rigotti, Marie-Pierre Doin, Cécile Lasserre, Emmanuel Trouvé, Vasile Lazarescu:
Unsupervised Spatiotemporal Mining of Satellite Image Time Series Using Grouped Frequent Sequential Patterns. IEEE Trans. Geosci. Remote. Sens. 49(4): 1417-1430 (2011) - [c8]Andreea Julea, Fernanda Ledo, Nicolas Méger, Emmanuel Trouvé, Philippe Bolon, Christophe Rigotti, Renaud Fallourd, Jean-Marie Nicolas, Gabriel Vasile, Michel Gay, Olivier Harant, Laurent Ferro-Famil, Felicity Lodge:
Polsar RADARSAT-2 Satellite Image Time Series mining over the Chamonix Mont-Blanc test site. IGARSS 2011: 1191-1194 - [c7]Andreea Julea, Nicolas Méger, Christophe Rigotti, Emmanuel Trouvé, Philippe Bolon, Vasile Lazarescu:
Mining Pixel Evolutions in Satellite Image Time Series for Agricultural Monitoring. ICDM 2011: 189-203 - 2010
- [c6]Florent Martin, Nicolas Méger, Sylvie Galichet, Nicolas Becourt:
Data-Driven Prognosis Applied to Complex Vacuum Pumping Systems. IEA/AIE (1) 2010: 468-477 - [c5]Andreea Julea, Nicolas Méger, Christophe Rigotti, Marie-Pierre Doin, Cécile Lasserre, Emmanuel Trouvé, Philippe Bolon, Vasile Lazarescu:
Extraction of frequent grouped sequential patterns from Satellite Image Time Series. IGARSS 2010: 3434-3437 - [c4]Florent Martin, Nicolas Méger, Sylvie Galichet, Nicolas Becourt:
Episode Rule-Based Prognosis Applied to Complex Vacuum Pumping Systems Using Vibratory Data. ICDM 2010: 376-389
2000 – 2009
- 2008
- [c3]Andreea Julea, Nicolas Méger, Emmanuel Trouvé, Philippe Bolon:
On Extracting Evolutions from Satellite Image Time Series. IGARSS (5) 2008: 228-231 - 2004
- [j1]Marion Leleu, Nicolas Méger, Christophe Rigotti:
Extraction de motifs séquentiels fréquents sous contraintes dans des données contenant des répétitions consécutives. Ingénierie des Systèmes d Inf. 9(3-4): 133-159 (2004) - [c2]Nicolas Méger, Christophe Rigotti:
Constraint-Based Mining of Episode Rules and Optimal Window Sizes. PKDD 2004: 313-324 - [p1]Artur Bykowski, Thomas Daurel, Nicolas Méger, Christophe Rigotti:
Integrity Constraints over Association Rules. Database Support for Data Mining Applications 2004: 306-323 - 2002
- [c1]Artur Bykowski, Thomas Daurel, Nicolas Méger, Christophe Rigotti:
Association Maps as Integrity Constraints in Inductive Databases. KDID 2002: 61-75
Coauthor Index
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