Marc Gelgon
Présentation
Publications
Publications
Fair Classification of Personal Data: an IntroductionAtelier national Protection de la Vie Privée (APVP'2015), Jun 2015, Mosnes, France |
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A First Attempt to Computing Generic Set Partitions: Delegation to an SQL Query EngineDEXA'2014 (Database and Expert System Applications), Sep 2014, Munich, Germany. pp.433-440 |
Materializing Data Cubes as Partitions of Sets of TuplesJournées Bases de Données Avancées, Oct 2014, Grenoble, France. pp.xxx-yyy |
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Une approche algébrique au problème du consensus de partitionsExtraction et Gestion de Connaissance (EGC'2014), Jan 2014, Rennes, France. pp.269-274 |
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An algebraic approach to ensemble clusteringInt. Conf. on Pattern Recognition (ICPR'2014), Aug 2014, Stockholm, Sweden. pp.1301-1306 |
From K-anonymity to Differential Privacy back to K -anonymity!Atelier Protection de la Vie Privée (APVP'2013), Jun 2013, Versailles, France. pp.xxx-yyy |
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A decentralized and robust approach to estimating a probabilistic mixture model for structuring distributed dataIEEE/ACM Int. conf on Web Intelligence, Aug 2011, Lyon, France. pp.372-379 |
Robust probabilistic mixture modelling of a distributed data setInt.Symp. on Intelligent Distributed Computing, Oct 2011, France. pp.xxx-yyy |
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Safim@geWISG'2011 - Workshop Interdisciplinaire sur la Sécurité Globale, 2011, Troyes, France |
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Fusion bayésienne de mélanges de gaussiennes par une approche variationnelleCongrès RFIA (Reconnaissance des Formes et Intelligence Artificielle), 2010, Caen, France. pp.xxx-xxx |
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Visualisation dynamique de classification d'images semi-supervisée incrémentalejoint meeting of the Société Francophone de Classification and the Classification and Data Analysis Group of the Italian Society of Statistics (SFC-CLADAG'10), Jun 2010, St Denis de la Réunion, France. pp.13-16 |
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Aggregation of probabilistic PCA mixtures with a variational-Bayes technique over parametersIEEE/IAPR Int. Conf. on Pattern Recognition, Aug 2010, Istambul, Turkey. pp.702 - 705 |
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Geo-temporal structuring of a personal image database with two-level variational-Bayes mixture estimationAdaptive Multimedia Retrieval workshop (AMR'08), HHI Berlin, Jun 2008, Berlin, Germany. pp.127-139 |
Safim@geWISG'09 - Workshop Interdisciplinaire sur la Securite Globale, 2009, Troyes, France |
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Parsimonious variational-Bayes mixture aggregation with a Poisson priorEuropean Signal Processing Conference (Eusipco'2009), Aug 2009, Glasgow, United Kingdom. pp.280-284 |
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Fast aggregation of Student mixture modelsEuropean Signal Processing Conference (Eusipco'2009), Aug 2009, Glasgow, United Kingdom. pp.312-216 |
Incremental semi-supervised clustering in a data stream with a flock of agentsIEEE Congress on Evolutionary Computing (CEC'2009), NTNU, Jun 2009, Trondheim, Norway. pp.3067-3074 |
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Parameter-based reduction of Gaussian mixture models with a variational-Bayes approachInternational Conference on Pattern Recognition (ICPR'2008), 2008, Tampa, United States. pp.450-453 |
Safim@geNEM summit, Networked & Electronic Media, 2008, Troyes, France |
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Safim@ge : projets de rechercheWISG'08 - Workshop Interdisciplinaire sur la Securite Globale, Jan 2008, Troyes, France |
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Decentralized learning of a Gaussian Mixture with variational Bayes-based aggregation16th Euromicro Int. Conf. on Parallel and Distributed Processing, Euromicro/LAAS, Feb 2008, Toulouse, France. pp.242-250 |
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Incremental clustering in a data stream with a flock of agentsjoint meeting of the Société Francophone de Classification and the Classification and Data Analysis Group of the Italian Society of Statistics (SFC-CLADAG), Jun 2008, Caserta, Italy. pp.128-134 |
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The Safim@ge platformNetwork and Electronic Media Forum (NEM'2008), Sep 2008, Saint-Malo, France. pp.24-27 |
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An approach to distributed probabilistic model selection for decentralized content-based indexing.IEEE International Conference on Digital Information Management (ICDIM'2007), Dec 2007, Lyon, France. pp.387-392 |
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Fast tracking of hierarchical partitions with approximate KL-divergence for geo-temporal organization of personal imagesACM Symposium of applied computing (SAC'2007), 2007, Seoul, South Korea. pp.1088-1089 |
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Structuration géo-temporelle incrémentale hiérarchique d'une collection d'images pour sa gestion sur un mobileCongrès Reconnaissance des Formes et Intelligence Artificielle (RFIA'2006), Jan 2006, France. pp.122-131 |
Decentralized Distributed Learning of a Multimedia Class for Content-based Indexing14th Euromicro Conference on Parallel, Distributed and Network-based Processing (PDP 2006), 2006, Montbeliard-Sochaux, France, France. pp.373--379 |
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Agrégation légère de mélanges de lois gaussiennescongrès Reconnaissance des Formes et Intelligence Artificielle (RFIA'2006), Jan 2006, Tours, France. pp.242-251 |
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User and Usage Profiling in a Multi-Platform Service EnvironmentWorkshop on Adaptivity and User Modeling in Interactive Systems (ABIS'06), Oct 2006, Hildersheim, Germany. pp.14-16 |
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Fast incremental clustering of Gaussian mixture speaker models for scaling up retrieval in on-line broadcastThe IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2006), 2006, Toulouse, France, France. pp.521-524 |
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Hierarchical clustering of mixture models for scaling up speaker recognitionACM Symposium on applied computing (SAC 2006), 2006, Dijon, France, France. pp.1369-1373 |
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Suivi de partitions géo-temporelles à partir d'une divergence de Kullback-Leibler modifiée en vue de la navigation dans une collection d'images personnellesjournées CORESA'2006 (Compression et Représentation des Signaux Audiovisuels), Mar 2006, Caen, France. pp.134-139 |
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Low-cost distributed learning of a Gaussian mixture model for multimedia content-based indexing on a P2P networkACM SIGMM Workshop on Multimedia Information Retrieval (MIR 2005), 2005, Singapore, Singapore. pp.44--51 |
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Building and Tracking Hierarchical Geographical & Temporal Partitions for Image Collection Management on Mobile DevicesInternational Conference of ACM Multimedia (ACM'MM2005), Nov 2005, Singapore. pp.141-152 |
MSAT: A Multiscale Spatial Analysis ToolThe 19th International Conference: Informatics for Environmental Protection (Enviroinfo 2005), 2005, Brno, Czech Republic, Czech Republic. pp.302 |
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Organisation statistique spatio-temporelle d'une collection d'images acquises d'un terminal mobile géolocaliséCongrès Reconnaissance des Formes et Intelligence Artificielle (RFIA'2004), Jan 2004, LAAS/Toulouse, France. pp.76-84 |
Détection de Visages en utilisant les Machines à Vecteurs de SupportInternational Symposium on Image and Video communications over Fixed and Mobile Networks (ISIVC 2004), 2004, ENSTB, Brest, France, France. pp.31--36 |
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Hybrid spatio-temporal structuring and browsing of an image collection acquired from a personal camera phoneInternational Symposium on Image and Video communications over Fixed and Mobile Networks, Jul 2004, France. pp.25-28 |
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Incremental statistical geo-temporal structuring of a personal camera phone image collectionInternational Conference on Pattern Recognition, Aug 2004, United Kingdom. pp.878-881 |
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A Fuzzy Linguistic Summarization Technique for TV Recommender SystemsIEEE International Conference of Fuzzy Systems (FUZZ-IEEE'2003), May 2003, United States. pp.743-748 |
Human detection and tracking for video surveillance applications in a low-density environmentCongrès Visual communications and image processing Conference, 2003, Lugano, Switzerland, Switzerland. pp.51-60 |
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Spatio-temporal organization of one's personal image collection with model-based ICL-clusteringthe 3rd Int. Workshop on Content-Based Multimedia Indexing (CBMI'2003), Sep 2003, France. pp.111-118 |
An Object-Oriented Schema for Querying AudioObject-Oriented. Information Systems, 8th International Conference (OOIS'2012), Aug 2002, Montpellier, France. pp.76-81 |
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Automated Multimedia Diaries of Mobile Device Users Need SummarizationMobile HCI'2002, Sep 2002, Pisa, Italy. pp.36-44 |
Structuring the personal multimedia collection of a mobile device user based on geolocationIEEE Int. Conf. on Multimedia and Expo, Sep 2002, Lausanne, Switzerland. pp.241-244 |
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Using face detection for browsing personal slow video in a small terminal and worn camera contextIEEE Int. Conf. on Image Processing, Sep 2001, Thessaloniki, Greece. pp.1062-1065 |
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A Region Tracking Method with Failure Detection for an Interactive Video Indexing EnvironmentVisual Information and Information Systems (VISUAL'99), Jun 1999, Amsterdam, France. pp.261-268 |
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Structuration de vidéos pour des interfaces de consultation avancées4èmes Journées d'études et d'échanges "COmpression et REprésentation des Signaux Audiovisuels" (CORESA 98), Jun 1998, Lannion, France. pp.207--214 |
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Determining a Structured Spatio-Temporal Representation of Video Content for Efficient Visualization and IndexingEuropean Conf. on Computer Vision, Jun 1998, Freiburg, Germany. pp.595-609 |
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Indexation de vidéos par le contenuCOmpression et REprésentation des signaux Audiovisuels (CORESA '97), CNET, Mar 1997, Issy-les-Moulineaux, France |
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A region-level graph labeling approach to motion-based segmentationIEEE Int. Conf. on Computer Vision and Pattern Recognition (CVPR'1997), Jun 1997, San Jose, Puerto Rico. pp.514-519 |
Building object-based hyperlinks in videos: Theory and ExperimentsInteractive video, Springer-Verlag, pp.45-64, 2006 |
Enhanced storing of personal contentEuropean Union, Patent n° : PCT/FI02/00277. 2004, pp.28 |
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Component-level aggregation of probabilistic PCA mixtures using variational-Bayes2011 |
Consensus entre partitions : un point de vue algébrique dans le treillis des partitions2013 |
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Computing Partitions within SQL Queries: A Dead End?2013 |
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A Unified Approach to Shot Change Detection and Camera Motion Characterization[Research Report] RR-3304, INRIA. 1997 |
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A region-level graph labeling approach to motion-based segmentation[Research Report] RR-3054, INRIA. 1996 |