Nicolas Méger

Publications

Article dans une revue (10)

Explaining the decisions and the functioning of a convolutional spatiotemporal land cover classifier with channel attention and redescription mining Enzo Pelous,Nicolas Méger,Alexandre Benoit,Abdourrahmane Atto,Dino Iencoet al. ISPRS Journal of Photogrammetry and Remote Sensing, 2024, 215, pp.256-270. ⟨10.1016/j.isprsjprs.2024.06.021⟩ Article dans une revue hal-04650672v1
On Joint Parameterizations of Linear and Nonlinear Functionals in Neural Networks Abdourrahmane Mahamane Atto,Sylvie Galichet,Dominique Pastor,Nicolas Méger Neural Networks, 2023, 160, pp.12-21. ⟨10.1016/j.neunet.2022.12.019⟩ Article dans une revue (article de synthèse) hal-03115681v3
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 Lodgeet al. Data Mining and Knowledge Discovery, 2019, 33 (1), pp.131-167. ⟨10.1007/s10618-018-0591-9⟩ Article dans une revue hal-01898015v1
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 Trouvéet al. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2018, 11 (11), pp.4390 - 4402. ⟨10.1109/JSTARS.2018.2874499⟩ Article dans une revue hal-01912708v1
Editorial Nicolas Méger T. Mass-Data Analysis of Images and Signals, 2013, 5 (1), pp.1 Article dans une revue hal-01066024v1
Efficient Spatiotemporal Mining of Satellite Image Time Series for Agricultural Monitoring Andreea Julea,Nicolas Méger,Christophe Rigotti,Emmanuel Trouvé,Romain Jolivetet al. Transactions on Machine Learning and Data Mining, 2012, 5 (1), pp.23-44 Article dans une revue hal-00702433v1
Forecasting Failures in a Data Stream Context - Application to Vacuum Pumping System Prognosis Florent Martin,Nicolas Méger,Sylvie Galichet,Nicolas Bécourt Transactions on Machine Learning and Data Mining, 2012, 5 (2), pp. 87-116 Article dans une revue hal-00748129v1
Unsupervised Spatiotemporal Mining of Satellite Image Time Series Using Grouped Frequent Sequential Patterns Andreea Julea,Nicolas Méger,Philippe Bolon,Christophe Rigotti,Marie-Pierre Doinet al. IEEE Transactions on Geoscience and Remote Sensing, 2011, 49 (4), pp.1417-1430. ⟨10.1109/TGRS.2010.2081372⟩ Article dans une revue hal-00596806v1
EFIDIR : extraction et fusion d'informations pour la mesure de déplacements par imagerie radar Emmanuel Trouvé,Jean-Marie Nicolas,Laurent Ferro-Famil,Michel Gay,Virginie Pinelet al. Traitement du Signal, 2011, 28 (3-4), pp.375-416. ⟨10.3166/ts.28.375-416⟩ Article dans une revue istex hal-00646032v1
Extraction de Motifs Séquentiels Fréquents sous Contraintes dans des Données Contenant des Répétitions Consécutives Marion Leleu,Nicolas Méger,Christophe Rigotti Revue des Sciences et Technologies de l'Information - Série ISI : Ingénierie des Systèmes d'Information, 2004, pp.133-159 Article dans une revue hal-00494640v1

Communication dans un congrès (38)

Rockfall Forecasting using Ensemble Deep Learning and Temporal Gradient-Based Explanations Sabrine Bouaziz,Christophe Lin-Kwong-Chon,David Amitrano,Nicolas Méger International Conference on Data Mining (ICDM), Workshop of Artificial Intelligence for Time Series Analysis (AI4TS): Theory, Algorithms, and Applications, IEEE, Nov 2025, Washington, D.C., United States Communication dans un congrès hal-05311348v1
L’espace latent de l’IA, lieu d’entre-espaces mémoriels sensibles dans l’œuvre « Chromatopsy Forest » Carole Brandon,Nicolas Méger In and Out / Out and In, 7ème colloque international TEXTE [S-oN] IMAGE, Khaldoun ZREIK, Paragraphe, Université Paris 8 | CY Cergy-Paris Université; Marc VEYRAT, Paragraphe, Université Paris 8 | CY Cergy-Paris Université; Mehdi ZOUAK, INBA, Institut National des Beaux-Arts Tétouan, Nov 2024, Tetouan, Maroc Communication dans un congrès hal-04878860v1
l’espace latent de l’IA, entre-espaces vibratoires dans l’oeuvre « Chromatopsy Forest » Carole Brandon,Nicolas Méger La création au-delà de l’humain : métabolisme •spéculatif entre arts et sciences, Edwige Armand, Université Eiffel, Paris; Camille Prunet, Université Toulouse, Jun 2024, Toulouse et Québec, France Communication dans un congrès hal-04878421v1
Explaining a deep spatiotemporal land cover classifier with attention and redescription mining N. Méger,H. Courteille,A Benoit,A. Atto,Dino Ienco 24. ISPRS Congress (ISPRS 2022), Jun 2022, Nice, France. pp.673-680, ⟨10.5194/isprs-archives-XLIII-B3-2022-673-2022⟩ Communication dans un congrès hal-03694444v1
CHANNEL-BASED ATTENTION FOR LCC USING SENTINEL-2 TIME SERIES Hermann Courteille,A Benoit,N Méger,A Atto,Dino Ienco IGARSS 2021 - 2021 IEEE International Geoscience and Remote Sensing Symposium, IEEE, Jul 2021, Brussels, Belgium. pp.1077-1080, ⟨10.1109/IGARSS47720.2021.9554205⟩ Communication dans un congrès hal-03182049v1
Contribution of Artificial Intelligence models for the management of rockfall risks Marie-aurélie Chanut,Clara Lévy,Lucas Meignan,Muriel Gasc-Barbier,Sylvie Galichetet al. 5th RSS Rock Slope Stability Symposium, Nov 2021, Chambéry, France Communication dans un congrès hal-03736583v1
Studying Evolution of Hydrothermal Alteration Materials in the Turrialba Volcano through Multispectral and Hyperspectral Images Juan Gregorio Rejas,Catherine Pothier,Christophe Rigotti,Nicolas Méger,I. Vasquezet al. International Society for Photogrammetry and Remote Sensing Congress, 2020, Nice, France. 6 p., ⟨10.5194/isprs-archives-XLIII-B2-2020-1259-2020⟩ Communication dans un congrès hal-03091306v1
A pattern-based mining system for exploring Displacement Field Time Series Tuan Nguyen,Nicolas Méger,Christophe Rigotti,Catherine Pothier,Noel Gourmelenet al. 19th IEEE International Conference on Data Mining (ICDM) Demo, Nov 2019, Beijing, China. pp.1110-1113, ⟨10.1109/ICDMW.2019.00165⟩ Communication dans un congrès hal-02361793v1
Finding Complementary and Reliable Patterns in Displacement Field Time Series of Alpine Glaciers Tuan Nguyen,Nicolas Méger,Christophe Rigotti,Catherine Pothier,Emmanuel Trouvéet al. IGARSS 2018 - IEEE International Geoscience and Remote Sensing Symposium, Jul 2018, Valencia, Spain. pp.4213-4216, ⟨10.1109/igarss.2018.8518969⟩ Communication dans un congrès hal-01868749v1
Handling coherence measures of displacement field time series: Application to Greenland ice sheet glaciers Tuan Nguyen,Nicolas Méger,Christophe Rigotti,Catherine Pothier,Emmanuel Trouvéet al. 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⟩ Communication dans un congrès hal-01591461v1
Suivi de l'érosion par imagerie satellite et fouille de données spatio-temporelles Catherine Pothier,Rémi Andréoli,Nicolas Méger,Christophe Rigotti Journées Nationales de Géotechnique et de Géologie de l'Ingénieur, Jul 2016, Nancy, France. pp.1-8 Communication dans un congrès hal-01367992v1
Grouped frequent sequential patterns derived from terrestrial image time series tomonitor landslide behaviour – Application to the dynamics of the Sanières/Roche Plombée rockslide. Youen Pericault,Catherine Pothier,Nicolas Méger,Emmanuel Trouvé,Flavien Vernieret al. Geophysical Research Abstracts - EGU General Assembly 2016, Apr 2016, Vienna, Austria. pp.1-1 Communication dans un congrès hal-01306556v1
SITS-P2miner: Pattern-Based Mining of Satellite Image Time Series Tuan Nguyen,Nicolas Méger,Christophe Rigotti,Catherine Pothier,Rémi Andréoli 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⟩ Communication dans un congrès hal-01367996v1
A swap randomization approach for mining motion field time series over the Argentiere glacier Youen Pericault,Catherine Pothier,Nicolas Meger,Christophe Rigotti,Flavien Vernieret al. 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 hal-01237206v1
Swap Randomization of Bases of Sequences for Mining Satellite Image Time Series Nicolas Méger,Christophe Rigotti,Catherine Pothier European 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 hal-01200674v1
Iterative Summarization of Satellite Image Time Series Felicity Lodge,Nicolas Meger,Christophe Rigotti,Catherine Pothier,Marie-Pierre Doin IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2014), Jul 2014, Québec, Canada. pp.1-4 Communication dans un congrès hal-01091940v1
Monitoring of Tectonic Deformation by Mining Satellite Image Time Series Christophe Rigotti,Felicity Lodge,Nicolas Méger,Catherine Pothier,Romain Jolivetet al. Reconnaissance de Formes et Intelligence Artificielle (RFIA) 2014, Jun 2014, Rouen, France. pp.1-6 Communication dans un congrès hal-00988907v1
GFS-pattern extraction in satellite image time series: application to the monitoring of Mount Etna Felicity Lodge,Nicolas Meger,Christophe Rigotti,Lionel Gueguen,Catherine Pothieret al. Atelier Mesure de Déformations par Imagerie Spatiale, Oct 2013, Autrans, France. pp.1-1 Communication dans un congrès hal-01339287v1
Connectivity constraint-based sequential pattern extraction from Satellite Image Time Series Nicolas Méger,Andreea Julea SPIE 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 hal-00870315v1
Fouille de données spatio-temporelles appliquée aux séries d'images satellite Christophe Rigotti,Nicolas Meger,Felicity Lodge,Catherine Pothier Cité des Sciences et de l'Industrie - Rencontres du Numérique de l'ANR, Apr 2013, Paris, France Communication dans un congrès hal-01339286v1
Normalized Mutual Information-Based Ranking of Spatio-Temporal Localization Maps Nicolas Meger,Christophe Rigotti,Lionel Gueguen,Felicity Lodge,Catherine Pothieret al. 8th European Spatial Agency (ESA) - EUSC - JRC Conference on Image Information Mining, Oct 2012, Oberpfaffenhofen, Germany. pp.11-14 Communication dans un congrès hal-01353105v1
FLM-rule-based prognosis Florent Martin,Nicolas Méger,Sylvie Galichet,Nicolas Bécourt Conférence internationale francophone sur l'Extraction et Gestion de Connaissances (EGC 2011), Jan 2011, Brest, France. 6 p., online Communication dans un congrès hal-00560747v1
Spatio-Temporal Mining of ENVISAT SAR Interferogram Time Series over the Haiyuan Fault in China Nicolas Méger,Romain Jolivet,Cécile Lasserre,Emmanuel Trouvé,Christophe Rigottiet al. 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⟩ Communication dans un congrès hal-00621236v1
Polsar Radarsat-2 Satellite Image Time Series Mining Over the Chamonix Mont-Blanc Test Site Andreea Julea,Fernanda Ledo,Nicolas Méger,Emmanuel Trouvé,Philippe Bolonet al. IGARSS 2011 - IEEE International Geoscience and Remote Sensing Symposium, Jul 2011, Vancouver, Canada. pp 1191-1194 Communication dans un congrès hal-00620881v1
Mining Pixel Evolutions in Satellite Image Time Series for Agricultural Monitoring Andreea Julea,Nicolas Méger,Christophe Rigotti,Emmanuel Trouvé,Philippe Bolonet al. 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⟩ Communication dans un congrès istex hal-00620882v1
Data-Driven Prognosis Applied to Complex Vacuum Pumping Systems Florent Martin,Nicolas Méger,Sylvie Galichet,Nicolas Bécourt 23rd International Conference on Industrial Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2010, Jun 2010, Cordoba, Spain. pp.468-477 Communication dans un congrès hal-00494018v1
Episode Rule-Based Prognosis Applied to Complex Vacuum Pumping Systems Using Vibratory Data Florent Martin,Nicolas Méger,Sylvie Galichet,Nicolas Bécourt 10th Industrial Conference on Data Mining ICDM 2010, Jul 2010, Berlin, Germany. pp.376-389, ⟨10.1007/978-3-642-14400-4_29⟩ Communication dans un congrès istex hal-00504653v1
Spatio-Temporal Mining of PolSAR Satellite Image Time Series Andreea Julea,Nicolas Méger,Emmanuel Trouvé,Philippe Bolon,Christophe Rigottiet al. The 2010 European Space Agency Living Planet Symposium, Jun 2010, Bergen, Norway. pp.6 Communication dans un congrès hal-00504655v1
Extraction of Frequent Grouped Sequential Patterns from Satellite Image Time Series Andreea Julea,Nicolas Méger,Christophe Rigotti,M.-P. Doin,Cécile Lasserreet al. IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2010., Jul 2010, Honolulu, United States. pp.4 Communication dans un congrès hal-00520601v1
On mining pixel based evolution classes in satellite image time series Andreea Julea,Nicolas Méger,Philippe Bolon 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 Communication dans un congrès hal-00520967v1
On Extracting Evolutions from Satellite Image Time Series Andreea Julea,Nicolas Méger,Emmanuel Trouvé,Philippe Bolon International 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 hal-00520961v1
Supply chain management by means of FLM-rules Nicolas Le Normand,Julien Boissière,Nicolas Méger,Lionel Valet 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 Communication dans un congrès hal-00520952v1
Radiometric evolution classification in high resolution satellite image time series SITS Camille Le Men,Andreea Julea,Nicolas Méger,Mihai Datcu,Philippe Bolonet al. 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 Communication dans un congrès hal-00520970v1
Sequential patterns extraction in multitemporal satellite images Andréa Julea,Nicolas Méger,Emmanuel Trouvé 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 Communication dans un congrès hal-00133151v1
On Mining METEOSAT and ERS Multitemporal Images Andréa Julea,Nicolas Méger,Emmanuel Trouvé ESA-EUSC 2006: Image Information Mining for Security and Intelligence, Nov 2006, Madrid, Spain Communication dans un congrès hal-00133152v1
Constraint-based Mining of Episode Rules and Optimal Window Sizes Nicolas Méger,Christophe Rigotti 8th European Conference on Principles and Practice of Knowledge Discovery in Databases, Sep 2004, Pisa, Italy. pp.313-324 Communication dans un congrès hal-00494637v1
Finding Interesting Association Rules Using Confidence Variations Artur Bykowski,Thomas Daurel,Nicolas Méger,Christophe Rigotti The International Conference on Computer, Communication and Control Technologies - CCCT'03, Aug 2003, Orlando, United States. pp. 72-84 Communication dans un congrès hal-00521031v1
Association Maps as Integrity Constraints in Inductive Databases Artur Bykowski,Thomas Daurel,Nicolas Méger,Christophe Rigotti The First International Workshop on Inductive Databases, KDID'02, Aug 2002, Helsinki, Finland. ISBN 952-10-0638-2, pp. 61-75 Communication dans un congrès hal-00520976v1

Poster de conférence (1)

Utilisation des séries temporelles d’images Sentinel-1 pour l’observation des glaciers des Alpes Yajing Yan,Emmanuel Trouvé,Matthias Jauvin,Rémi Prebet,Alexandre Hippert-Ferreret al. PNTS 2018, Mar 2018, Grenoble, France Poster de conférence hal-01741918v1

Chapitre d'ouvrage (2)

Satellite Image Time Series: mathematical models for data mining and missing data restoration Nicolas Méger,Edoardo Pasolli,Christophe Rigotti,Emmanuel Trouvé,Farid Melgani 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⟩ Chapitre d'ouvrage hal-01567675v1
Integrity Constraints over Association Rules Artur Bykowski,Thomas Daurel,Nicolas Méger,Christophe Rigotti 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⟩ Chapitre d'ouvrage hal-00494639v1

Brevet (1)

Method for predicting a rotation fault in the rotor of a vacuum pump and associated pumping device Nicolas Bécourt,Florent Martin,Cécile Pariset,Sylvie Galichet,Nicolas Méger Patent n° : WO 2010/149 738. 2010 Brevet hal-00560629v1

Autre publication scientifique (1)

Chromatopsy Forest, oeuvre video 360, IA artisanale et réalité virtuelle Carole Brandon,Nicolas Méger 2023 Autre publication scientifique hal-04951195v1

Rapport (2)

Information gain-based selection of sequential patterns extracted from partial unimodal probabilistic bases of sequences Nicolas Méger,Tuan Nguyen,Christophe Rigotti,Catherine Pothier,Emmanuel Trouvé 2024-1, Laboratoire d'Informatique, Systèmes, Traitement de l'Information et de la Connaissance (LISTIC) - Polytech Annecy-Chambéry. 2024, pp.85 Rapport (rapport de recherche) hal-04472843v1
Démonstrateur d'utilisation de l'Intelligence Artificielle pour la gestion opérationnelle des risques naturels gravitaires géologiques Projet RINA Marie-Aurélie Chanut,Clara Lévy,Lucas Meignan,Muriel Gasc,Emmanuel Trouvéet al. Cerema. 2021 Rapport hal-04404146v1

HDR (1)

Motifs séquentiels pour la description de séries temporelles d'images satellitaires et la prévision d'événements Nicolas Méger Informatique [cs]. Université Savoie Mont Blanc, 2013 HDR tel-01154121v1