Nicolas Méger
51
Documents
Publications
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Explaining a deep spatiotemporal land cover classifier with attention and redescription miningThe XXIV International Society for Photogrammetry and Remote Sensing Congress, Jun 2022, Nice, France. pp.673-680, ⟨10.5194/isprs-archives-XLIII-B3-2022-673-2022⟩
Communication dans un congrès
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CHANNEL-BASED ATTENTION FOR LCC USING SENTINEL-2 TIME SERIESInternational Geoscience and Remote Sensing Symposium (IGARSS), IEEE, Jul 2021, Brussels, Belgium. pp.1077-1080, ⟨10.1109/IGARSS47720.2021.9554205⟩
Communication dans un congrès
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Contribution of Artificial Intelligence models for the management of rockfall risks5th RSS Rock Slope Stability Symposium, Nov 2021, Chambéry, France
Communication dans un congrès
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Studying Evolution of Hydrothermal Alteration Materials in the Turrialba Volcano through Multispectral and Hyperspectral ImagesInternational Society for Photogrammetry and Remote Sensing Congress, 2020, Nice, France. 6 p., ⟨10.5194/isprs-archives-XLIII-B2-2020-1259-2020⟩
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A pattern-based mining system for exploring Displacement Field Time Series19th IEEE International Conference on Data Mining (ICDM) Demo, Nov 2019, Beijing, China. pp.1110-1113, ⟨10.1109/ICDMW.2019.00165⟩
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Finding Complementary and Reliable Patterns in Displacement Field Time Series of Alpine GlaciersIGARSS 2018 - IEEE International Geoscience and Remote Sensing Symposium, Jul 2018, Valencia, Spain. pp.4213-4216
Communication dans un congrès
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Handling coherence measures of displacement field time series: Application to Greenland ice sheet glaciers9th International Workshop on the Analysis of Multitemporal Remote Sensing Images (MultiTemp), Jun 2017, Brugge, Belgium. pp.1-4, ⟨10.1109/Multi-Temp.2017.8035228⟩
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Suivi de l'érosion par imagerie satellite et fouille de données spatio-temporellesJournées Nationales de Géotechnique et de Géologie de l'Ingénieur, Jul 2016, Nancy, France. pp.1-8
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Grouped frequent sequential patterns derived from terrestrial image time series tomonitor landslide behaviour – Application to the dynamics of the Sanières/Roche Plombée rockslide.Geophysical Research Abstracts - EGU General Assembly 2016, Apr 2016, Vienna, Austria. pp.1-1
Communication dans un congrès
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SITS-P2miner: Pattern-Based Mining of Satellite Image Time SeriesEuropean Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD) Demo, Sep 2016, Riva del Garda, Italy. pp.63-66, ⟨10.1007/978-3-319-46131-1_14⟩
Communication dans un congrès
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A swap randomization approach for mining motion field time series over the Argentiere glacier 2015 8th International Workshop on the Analysis of Multitemporal Remote Sensing Images (Multi-Temp), Jul 2015, Annecy, France. pp.1-4, ⟨10.1109/Multi-Temp.2015.7245757⟩
Communication dans un congrès
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Swap Randomization of Bases of Sequences for Mining Satellite Image Time SeriesEuropean Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD), Sep 2015, Porto, Portugal. pp.190-205
Communication dans un congrès
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Iterative Summarization of Satellite Image Time SeriesIEEE International Geoscience and Remote Sensing Symposium (IGARSS 2014), Jul 2014, Québec, Canada. pp.1-4
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Monitoring of Tectonic Deformation by Mining Satellite Image Time SeriesReconnaissance de Formes et Intelligence Artificielle (RFIA) 2014, Jun 2014, Rouen, France. pp.1-6
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Connectivity constraint-based sequential pattern extraction from Satellite Image Time SeriesSPIE Vol. 8892, Image and Signal Processing for Remote Sensing XIX - SPIE Remote Sensing 2013, Sep 2013, Dresden, Germany. 10 p., CD-ROM
Communication dans un congrès
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GFS-pattern extraction in satellite image time series: application to the monitoring of Mount EtnaAtelier Mesure de Déformations par Imagerie Spatiale, Oct 2013, Autrans, France. pp.1-1
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Fouille de données spatio-temporelles appliquée aux séries d'images satelliteCité des Sciences et de l'Industrie - Rencontres du Numérique de l'ANR, Apr 2013, Paris, France
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Normalized Mutual Information-Based Ranking of Spatio-Temporal Localization Maps8th European Spatial Agency (ESA) - EUSC - JRC Conference on Image Information Mining, Oct 2012, Oberpfaffenhofen, Germany. pp.11-14
Communication dans un congrès
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FLM-rule-based prognosisConférence internationale francophone sur l'Extraction et Gestion de Connaissances (EGC 2011), Jan 2011, Brest, France. 6 p., online
Communication dans un congrès
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Mining Pixel Evolutions in Satellite Image Time Series for Agricultural Monitoring11th Industrial Conference on Data Mining ICDM 2011, Aug 2011, New-York, United States. pp.189-203, ⟨10.1007/978-3-642-23184-1_15⟩
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Polsar Radarsat-2 Satellite Image Time Series Mining Over the Chamonix Mont-Blanc Test SiteIGARSS 2011 - IEEE International Geoscience and Remote Sensing Symposium, Jul 2011, Vancouver, Canada. pp 1191-1194
Communication dans un congrès
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Spatio-Temporal Mining of ENVISAT SAR Interferogram Time Series over the Haiyuan Fault in China2011 6th International Workshop on the Analysis of Multi-temporal Remote Sensing Images (Multi-Temp), Jul 2011, Trento, Italy. 10.1109/Multi-Temp.2011.6005067, ⟨10.1109/Multi-Temp.2011.6005067⟩
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Spatio-Temporal Mining of PolSAR Satellite Image Time SeriesThe 2010 European Space Agency Living Planet Symposium, Jun 2010, Bergen, Norway. pp.6
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Data-Driven Prognosis Applied to Complex Vacuum Pumping Systems23rd International Conference on Industrial Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2010, Jun 2010, Cordoba, Spain. pp.468-477
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Episode Rule-Based Prognosis Applied to Complex Vacuum Pumping Systems Using Vibratory Data10th Industrial Conference on Data Mining ICDM 2010, Jul 2010, Berlin, Germany. pp.376-389, ⟨10.1007/978-3-642-14400-4_29⟩
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Extraction of Frequent Grouped Sequential Patterns from Satellite Image Time SeriesIEEE International Geoscience and Remote Sensing Symposium, IGARSS 2010., Jul 2010, Honolulu, United States. pp.4
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Supply chain management by means of FLM-rules12th European Conference on Principles and Practice of Knowledge Discovery in Databases (PKDD'08), Induction of Process Models Workshop., Sep 2008, Antwerp, Belgium. pp.29-36
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On mining pixel based evolution classes in satellite image time seriesThe 5th Conf. on Image Information Mining : pursuing automation of geospatial intelligence for environment and security - ESA-EUSC 2008, Mar 2008, Frascati - ESRIN ESA Centre, Italy. pp.CD-ROM
Communication dans un congrès
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On Extracting Evolutions from Satellite Image Time SeriesInternational Geoscience and Remote Sensing Symposium, 2008. IGARSS 2008. IEEE International, Jul 2008, Boston, United States. pp. 228-231, ⟨10.1109/IGARSS.2008.4780069⟩
Communication dans un congrès
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Radiometric evolution classification in high resolution satellite image time series SITSThe 5th Conf. on Image Information Mining : pursuing automation of geospatial intelligence for environment and security - ESA-EUSC 2008, Mar 2008, Frascati - ESRIN ESA Centre, Italy. CR-ROM 4 p
Communication dans un congrès
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On Mining METEOSAT and ERS Multitemporal ImagesESA-EUSC 2006: Image Information Mining for Security and Intelligence, Nov 2006, Madrid, Spain
Communication dans un congrès
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Sequential patterns extraction in multitemporal satellite imagesThe 17th European Conference on Machine Learning and the 10th European Conference on Principles and Practice of Knowledge Discovery in Databases, ECML/PKDD 2006, Sep 2006, Berlin, Germany. pp.94-97
Communication dans un congrès
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Constraint-based Mining of Episode Rules and Optimal Window Sizes8th European Conference on Principles and Practice of Knowledge Discovery in Databases, Sep 2004, Pisa, Italy. pp.313-324
Communication dans un congrès
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Finding Interesting Association Rules Using Confidence VariationsThe International Conference on Computer, Communication and Control Technologies - CCCT'03, Aug 2003, Orlando, United States. pp. 72-84
Communication dans un congrès
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Association Maps as Integrity Constraints in Inductive DatabasesThe First International Workshop on Inductive Databases, KDID'02, Aug 2002, Helsinki, Finland. ISBN 952-10-0638-2, pp. 61-75
Communication dans un congrès
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Utilisation des séries temporelles d’images Sentinel-1 pour l’observation des glaciers des AlpesPNTS 2018, Mar 2018, Grenoble, France
Poster de conférence
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Satellite Image Time Series: mathematical models for data mining and missing data restorationGabriele Moser; Josiane Zerubia. Mathematical Models for Remote Sensing Image Processing, Springer International Publishing, pp.357-398, 2017, 978-3-319-66330-2. ⟨10.1007/978-3-319-66330-2⟩
Chapitre d'ouvrage
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Integrity Constraints over Association RulesRosa Meo, Pier Luca Lanzi, Mika Klemettinen. Database Support for Data Mining Applications, Springer, pp.306-325, 2004, Lecture Notes in Computer Science, ⟨10.1007/b99016⟩
Chapitre d'ouvrage
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Method for predicting a rotation fault in the rotor of a vacuum pump and associated pumping devicePatent n° : WO 2010/149 738. 2010
Brevet
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Information gain-based selection of sequential patterns extracted from partial unimodal probabilistic bases of sequences2024-1, Laboratoire d'Informatique, Systèmes, Traitement de l'Information et de la Connaissance (LISTIC) - Polytech Annecy-Chambéry. 2024, pp.85
Rapport
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Démonstrateur d'utilisation de l'Intelligence Artificielle pour la gestion opérationnelle des risques naturels gravitaires géologiques Projet RINACerema. 2021
Rapport
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Motifs séquentiels pour la description de séries temporelles d'images satellitaires et la prévision d'événementsInformatique [cs]. Université Savoie Mont Blanc, 2013
HDR
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