Nicolas MEGER

Nicolas Méger, Christophe Rigotti, Catherine Pothier, Tuan Nguyen, Felicity Lodge, et al.. Ranking evolution maps for Satellite Image Time Series exploration: application to crustal deformation and environmental monitoring. Data Mining and Knowledge Discovery, Springer, 2019, 33 (1), pp.131-167. ⟨10.1007/s10618-018-0591-9⟩. ⟨hal-01898015⟩

Tuan Nguyen, Nicolas Méger, Christophe Rigotti, Catherine Pothier, Emmanuel Trouvé, et al.. A pattern-based method for handling confidence measures while mining satellite displacement field time series. Application to Greenland ice sheet and Alpine glaciers. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, IEEE, 2018, 11 (11), pp.4390 - 4402. ⟨10.1109/JSTARS.2018.2874499⟩. ⟨hal-01912708⟩

Nicolas Méger. Editorial. T. Mass-Data Analysis of Images and Signals, 2013, 5 (1), pp.1. ⟨hal-01066024⟩

Florent Martin, Nicolas Méger, Sylvie Galichet, Nicolas Bécourt. Forecasting Failures in a Data Stream Context - Application to Vacuum Pumping System Prognosis. Transactions on Machine Learning and Data Mining, IBAI Publishing, 2012, 5 (2), pp. 87-116. ⟨hal-00748129⟩

Andreea Julea, Nicolas Méger, Christophe Rigotti, Emmanuel Trouvé, Romain Jolivet, et al.. Efficient Spatiotemporal Mining of Satellite Image Time Series for Agricultural Monitoring. Transactions on Machine Learning and Data Mining, IBAI Publishing, 2012, 5 (1), pp.23-44. ⟨hal-00702433⟩

Emmanuel Trouvé, Jean-Marie Nicolas, Laurent Ferro-Famil, Michel Gay, Virginie Pinel, et al.. EFIDIR : extraction et fusion d'informations pour la mesure de déplacements par imagerie radar. Traitement du Signal, Lavoisier, 2011, 28 (3-4), pp.375-416. ⟨10.3166/ts.28.375-416⟩. ⟨hal-00646032⟩

Andreea Julea, Nicolas Méger, Philippe Bolon, Christophe Rigotti, Marie-Pierre Doin, et al.. Unsupervised Spatiotemporal Mining of Satellite Image Time Series Using Grouped Frequent Sequential Patterns. IEEE Transactions on Geoscience and Remote Sensing, Institute of Electrical and Electronics Engineers, 2011, 49 (4), pp.1417-1430. ⟨10.1109/TGRS.2010.2081372⟩. ⟨hal-00596806⟩

Marion Leleu, Nicolas Méger, Christophe Rigotti. Extraction de Motifs Séquentiels Fréquents sous Contraintes dans des Données Contenant des Répétitions Consécutives. Revue des Sciences et Technologies de l'Information - Série ISI : Ingénierie des Systèmes d'Information, Lavoisier, 2004, pp.133-159. ⟨hal-00494640⟩

Juan Gregorio Rejas, Catherine Pothier, Christophe Rigotti, Nicolas Méger, I. Vasquez, et al.. Studying Evolution of Hydrothermal Alteration Materials in the Turrialba Volcano through Multispectral and Hyperspectral Images. International Society for Photogrammetry and Remote Sensing Congress, 2020, Nice, France. 6 p. ⟨hal-03091306⟩

Tuan Nguyen, Nicolas Méger, Christophe Rigotti, Catherine Pothier, Noel Gourmelen, et al.. A pattern-based mining system for exploring Displacement Field Time Series. 19th IEEE International Conference on Data Mining (ICDM) Demo, Nov 2019, Beijing, China. pp.1110-1113. ⟨hal-02361793⟩

Tuan Nguyen, Nicolas Méger, Christophe Rigotti, Catherine Pothier, Emmanuel Trouvé, et al.. Finding Complementary and Reliable Patterns in Displacement Field Time Series of Alpine Glaciers. IGARSS 2018 - IEEE International Geoscience and Remote Sensing Symposium, Jul 2018, Valencia, Spain. pp.4213-4216. ⟨hal-01868749⟩

Tuan Nguyen, Nicolas Méger, Christophe Rigotti, Catherine Pothier, Emmanuel Trouvé, et al.. Handling coherence measures of displacement field time series: Application to Greenland ice sheet glaciers. 9th International Workshop on the Analysis of Multitemporal Remote Sensing Images (MultiTemp), Jun 2017, Brugge, Belgium. pp.1-4, ⟨10.1109/Multi-Temp.2017.8035228⟩. ⟨hal-01591461⟩

Tuan Nguyen, Nicolas Méger, Christophe Rigotti, Catherine Pothier, Rémi Andréoli. SITS-P2miner: Pattern-Based Mining of Satellite Image Time Series. European 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⟩. ⟨hal-01367996⟩

Catherine Pothier, Rémi Andréoli, Nicolas Méger, Christophe Rigotti. Suivi de l'érosion par imagerie satellite et fouille de données spatio-temporelles. Journées Nationales de Géotechnique et de Géologie de l'Ingénieur, Jul 2016, Nancy, France. pp.1-8. ⟨hal-01367992⟩

Nicolas Méger, Christophe Rigotti, Catherine Pothier. Swap Randomization of Bases of Sequences for Mining Satellite Image Time Series. European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD), Sep 2015, Porto, Portugal. pp.190-205. ⟨hal-01200674⟩

Christophe Rigotti, Felicity Lodge, Nicolas Méger, Catherine Pothier, Romain Jolivet, et al.. Monitoring of Tectonic Deformation by Mining Satellite Image Time Series. Reconnaissance de Formes et Intelligence Artificielle (RFIA) 2014, Jun 2014, Rouen, France. pp.1-6. ⟨hal-00988907⟩

Felicity Lodge, Nicolas Meger, Christophe Rigotti, Catherine Pothier, Marie-Pierre Doin. Iterative Summarization of Satellite Image Time Series. IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2014), Jul 2014, Québec, Canada. pp.1-4. ⟨hal-01091940⟩

Nicolas Méger, Andreea Julea. Connectivity constraint-based sequential pattern extraction from Satellite Image Time Series. SPIE Vol. 8892, Image and Signal Processing for Remote Sensing XIX - SPIE Remote Sensing 2013, Sep 2013, Dresden, Germany. 10 p., CD-ROM. ⟨hal-00870315⟩

Florent Martin, Nicolas Méger, Sylvie Galichet, Nicolas Bécourt. FLM-rule-based prognosis. Conférence internationale francophone sur l'Extraction et Gestion de Connaissances (EGC 2011), Jan 2011, Brest, France. 6 p., online. ⟨hal-00560747⟩

Andreea Julea, Fernanda Ledo, Nicolas Méger, Emmanuel Trouvé, Philippe Bolon, et al.. Polsar Radarsat-2 Satellite Image Time Series Mining Over the Chamonix Mont-Blanc Test Site. IGARSS 2011 - IEEE International Geoscience and Remote Sensing Symposium, Jul 2011, Vancouver, Canada. pp 1191-1194. ⟨hal-00620881⟩

Nicolas Méger, Romain Jolivet, Cécile Lasserre, Emmanuel Trouvé, Christophe Rigotti, et al.. Spatio-Temporal Mining of ENVISAT SAR Interferogram Time Series over the Haiyuan Fault in China. 2011 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⟩. ⟨hal-00621236⟩

Andreea Julea, Nicolas Méger, Christophe Rigotti, Emmanuel Trouvé, Philippe Bolon, et al.. Mining Pixel Evolutions in Satellite Image Time Series for Agricultural Monitoring. 11th Industrial Conference on Data Mining ICDM 2011, Aug 2011, New-York, United States. pp.189-203, ⟨10.1007/978-3-642-23184-1_15⟩. ⟨hal-00620882⟩

Florent Martin, Nicolas Méger, Sylvie Galichet, Nicolas Bécourt. Data-Driven Prognosis Applied to Complex Vacuum Pumping Systems. 23rd International Conference on Industrial Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2010, Jun 2010, Cordoba, Spain. pp.468-477. ⟨hal-00494018⟩

Andreea Julea, Nicolas Méger, Emmanuel Trouvé, Philippe Bolon, Christophe Rigotti, et al.. Spatio-Temporal Mining of PolSAR Satellite Image Time Series. The 2010 European Space Agency Living Planet Symposium, Jun 2010, Bergen, Norway. pp.6. ⟨hal-00504655⟩

Florent Martin, Nicolas Méger, Sylvie Galichet, Nicolas Bécourt. Episode Rule-Based Prognosis Applied to Complex Vacuum Pumping Systems Using Vibratory Data. 10th Industrial Conference on Data Mining ICDM 2010, Jul 2010, Berlin, Germany. pp.376-389, ⟨10.1007/978-3-642-14400-4_29⟩. ⟨hal-00504653⟩

Andreea Julea, Nicolas Méger, Christophe Rigotti, M.-P. Doin, Cécile Lasserre, et al.. Extraction of Frequent Grouped Sequential Patterns from Satellite Image Time Series. IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2010., Jul 2010, Honolulu, United States. pp.4. ⟨hal-00520601⟩

Nicolas Le Normand, Julien Boissière, Nicolas Méger, Lionel Valet. Supply chain management by means of FLM-rules. 12th 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. ⟨hal-00520952⟩

Andreea Julea, Nicolas Méger, Philippe Bolon. On mining pixel based evolution classes in satellite image time series. The 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. ⟨hal-00520967⟩

Camille Le Men, Andreea Julea, Nicolas Méger, Mihai Datcu, Philippe Bolon, et al.. Radiometric evolution classification in high resolution satellite image time series SITS. The 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. ⟨hal-00520970⟩

Andreea Julea, Nicolas Méger, Emmanuel Trouvé, Philippe Bolon. On Extracting Evolutions from Satellite Image Time Series. International Geoscience and Remote Sensing Symposium, 2008. IGARSS 2008. IEEE International, Jul 2008, Boston, United States. pp. 228-231, ⟨10.1109/IGARSS.2008.4780069⟩. ⟨hal-00520961⟩

Andréa Julea, Nicolas Méger, Emmanuel Trouvé. On Mining METEOSAT and ERS Multitemporal Images. ESA-EUSC 2006: Image Information Mining for Security and Intelligence, Nov 2006, Madrid, Spain. ⟨hal-00133152⟩

Andréa Julea, Nicolas Méger, Emmanuel Trouvé. Sequential patterns extraction in multitemporal satellite images. The 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. ⟨hal-00133151⟩

Nicolas Méger, Christophe Rigotti. Constraint-based Mining of Episode Rules and Optimal Window Sizes. 8th European Conference on Principles and Practice of Knowledge Discovery in Databases, Sep 2004, Pisa, Italy. pp.313-324. ⟨hal-00494637⟩

Artur Bykowski, Thomas Daurel, Nicolas Méger, Christophe Rigotti. Finding Interesting Association Rules Using Confidence Variations. The International Conference on Computer, Communication and Control Technologies - CCCT'03, Aug 2003, Orlando, United States. pp. 72-84. ⟨hal-00521031⟩

Artur Bykowski, Thomas Daurel, Nicolas Méger, Christophe Rigotti. Association Maps as Integrity Constraints in Inductive Databases. The First International Workshop on Inductive Databases, KDID'02, Aug 2002, Helsinki, Finland. ISBN 952-10-0638-2, pp. 61-75. ⟨hal-00520976⟩

Yajing Yan, Emmanuel Trouvé, Matthias Jauvin, Rémi Prebet, Alexandre Hippert-Ferrer, et al.. Utilisation des séries temporelles d’images Sentinel-1 pour l’observation des glaciers des Alpes. PNTS 2018, Mar 2018, Grenoble, France. ⟨hal-01741918⟩

Nicolas Méger, Edoardo Pasolli, Christophe Rigotti, Emmanuel Trouvé, Farid Melgani. Satellite Image Time Series: mathematical models for data mining and missing data restoration. Gabriele 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⟩. ⟨hal-01567675⟩

Artur Bykowski, Thomas Daurel, Nicolas Méger, Christophe Rigotti. Integrity Constraints over Association Rules. Rosa 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⟩. ⟨hal-00494639⟩

Nicolas Bécourt, Florent Martin, Cécile Pariset, Sylvie Galichet, Nicolas Méger. Method for predicting a rotation fault in the rotor of a vacuum pump and associated pumping device. Patent n° : WO 2010/149 738. 2010. ⟨hal-00560629⟩

Abdourrahmane Mahamane Atto, Sylvie Galichet, Dominique Pastor, Nicolas Méger. Parametric Rectified Power Sigmoid Units: Learning Nonlinear Neural Transfer Analytical Forms. 2021. ⟨hal-03115681v2⟩

Nicolas Méger. Motifs séquentiels pour la description de séries temporelles d'images satellitaires et la prévision d'événements. Informatique [cs]. Université Savoie Mont Blanc, 2013. ⟨tel-01154121⟩