Christine Largeron
Publications
Publications
|
|
Drop the mask! GAMM—A Taxonomy for Graph Attributes Missing MechanismsAdvances in Intelligent Data Analysis XXIV, Apr 2026, Leiden (NL), Netherlands |
Recherche de references sensorielles dans des collections de documents multimodaux issus de fonds patrimoniauxSIFED 2025 : Symposium International Francophone sur l'Écrit et le Document, Jun 2025, La Rochelle, France |
|
Détection non supervisée de position dans les médias sociaux: une approche génériqueExtraction et Gestion des Connaissances 2025, Jan 2025, Strasbourg, France |
|
SENSE-LM : une synergie entre modèles de langage et représentations sensorimotrices pour la recherche de références olfactives et auditives dans des documents écritsExtraction et Gestion des Connaissances, Jan 2025, Strasbourg, France |
|
|
|
Enhancing Low-Resource Text Classification with LLM-Generated Corpora : A Case Study on Olfactory Reference ExtractionIJCNLP-AACL 2025, Dec 2025, Mumbai, India |
Variational Perspective on Fair Edge PredictionInternational Symposium on Intelligent Data Analysis IDA 2024, Apr 2024, Stockholm, Sweden. pp.93-104, ⟨10.1007/978-3-031-58547-0_8⟩ |
|
SENSE-LM : A Synergy between a Language Model and Sensorimotor Representations for Auditory and Olfactory Information ExtractionFindings of the Association for Computational Linguistics: EACL 2024, Mar 2024, San Ġiljan, Malta. pp.1695-1711 |
|
|
|
Unsupervised stance detection for social media discussions: A generic baselineThe 18th Conference of the European Chapter of the Association for Computational Linguistics, Mar 2024, San Ġiljan, Malta |
|
|
Reconstructing the Unseen: GRIOT for Attributed Graph Imputation with Optimal TransportJoint European Conference on Machine Learning and Knowledge Discovery in Databases (ECML PKDD), Sep 2024, Vilnius, Lithuania. pp.269-286, ⟨10.1007/978-3-031-70365-2_16⟩ |
Suspicious: un cadre semi-supervisé résilient pour la détection d’anomalie sur graphe attribuéExtraction et Gestion des Connaissances, Jan 2023, Lyon, France. pp.55-66 |
|
|
|
Découverte de connaissances et apprentissage dans les données graphes : Application aux marchés publics françaisAtelier Decade : DEcouverte de Connaissances et Apprentissage dans les Données graphEs, Jul 2023, Strasbourg, France |
|
|
Comment rendre les GNN plus équitables pour la prédiction de liens ?EGC 2023, Jan 2023, Lyon, France |
Comparative Study of Unsupervised Keyword Extraction Methods for Job Recommendation in an Industrial EnvironmentResearch Challenges in Information Science, May 2023, Corfou, Greece. pp.551-558, ⟨10.1007/978-3-031-33080-3\_37⟩ |
|
|
|
Pattern Mining for Anomaly Detection in Graphs: Application to Fraud in Public ProcurementEuropean Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD), Sep 2023, Torino, Italy. ⟨10.1007/978-3-031-43427-3_5⟩ |
|
|
USIWO: A Local Community Search Algorithm for Uncertain GraphsASONAM '23: International Conference on Advances in Social Networks Analysis and Mining, Nov 2023, Kusadasi, Turkey. pp.187-194, ⟨10.1145/3625007.3627337⟩ |
|
|
Utilisation de graphes pour la détection de corruption dans les marchés publics24ème Congrès Annuel de la Société Française de Recherche Opérationnelle et d’Aide à la Décision (ROADEF), Feb 2023, Rennes, France |
Etude comparative de modèles d'extraction non supervisée de mots-clés pour la recommandation d'emploiEGC 2023, Jan 2023, Lyon, France |
|
|
|
Suspicious: a Resilient Semi-Supervised Framework for Graph Fraud Detection35th IEEE International Conference on Tools with Artificial Intelligence (ICTAI), Nov 2023, Atlanta, GA, United States. pp.212-220, ⟨10.1109/ictai59109.2023.00039⟩ |
|
|
Extraction de motifs pour la détection d’anomalies dans des graphes : application à la fraude dans les marchés publicsExtraction et Gestion des Connaissances (EGC), Jan 2023, Lyon, France. pp.289-296 |
Community Topic: Topic Model Inference by Consecutive Word Community DiscoveryProceedings of the 29th International Conference on Computational Linguistics, Oct 2022, Gyeongju, South Korea |
|
Détection d'anomalies contextuelles dans un graphe attribuéExtraction et Gestion des Connaissances {EGC}, Jan 2022, Blois, France |
|
Fairness and edge prediction with variational node embeddingCAP 2022, Jul 2022, Vannes, France |
|
Hierarchical Topic Model Inference by Community Discovery on Word Co-occurrence Networks20th Australasian Conference, AusDM 2022, Dec 2022, Western Sydney, Australia. pp.148-162, ⟨10.1007/978-981-19-8746-5_11⟩ |
|
Comparaison de la capacité des plongements de graphes à capturer les propriétés des réseauxConférence Extraction et gestion des connaissances EGC 2021, 2021, Montpellier, France |
|
|
|
Linking the Dynamics of User Stance to the Structure of Online Discussions19th International Symposium on Intelligent Data Analysis, Apr 2021, Porto, Portugal. pp.275-286, ⟨10.1007/978-3-030-74251-5_22⟩ |
|
|
Detection of contextual anomalies in attributed graphs19th International Symposium on Intelligent Data Analysis, IDA 2021, Apr 2021, Porto, Portugal. ⟨10.1007/978-3-030-74251-5_27⟩ |
A Study of Text Summarization Techniques for Generating Meeting Minutes14th International Conference on Research Challenges in Information Science (RCIS 2020), Sep 2020, Limassol, Cyprus. pp.522-528, ⟨10.1007/978-3-030-50316-1_33⟩ |
|
|
|
Comparing the preservation of network properties by graph embeddingsEighteenth International Symposium on Intelligent Data Analysis (IDA 2020), Apr 2020, Bodenseeforum, Germany. ⟨10.1007/978-3-030-44584-3_41⟩ |
|
|
Enhanced Word Embeddings for Anorexia Nervosa Detection on Social MediaEighteenth International Symposium on Intelligent Data Analysis (IDA 2020), Apr 2020, Bodenseeforum, Germany. ⟨10.1007/978-3-030-44584-3_32⟩ |
Construction automatique de lexiques thématiquesConférence Extraction et gestion des connaissances EGC 2020, Jan 2020, Bruxelles, Belgique. pp.157-168 |
|
|
|
Evaluating the Usefulness of Citation Graph and Document Metadata in Scientific Document Recommendation for Neophytes35th ACM/SIGAPP Symposium On Applied Computing (SAC), Mar 2020, Brno, Czech Republic. pp.681-689, ⟨10.1145/3341105.3373886⟩ |
|
|
Addressing the Resolution Limit and the Field of View Limit in Community MiningEighteenth International Symposium on Intelligent Data Analysis (IDA 2020), Apr 2020, Bodenseeforum, Germany. pp.210-222, ⟨10.1007/978-3-030-44584-3_17⟩ |
|
|
Late-fusion Approach to Community Detection in Attributed NetworksEighteenth International Symposium on Intelligent Data Analysis (IDA 2020), Apr 2020, Bodenseeforum, Germany. pp.300-312, ⟨10.1007/978-3-030-44584-3_24⟩ |
Mixed-Membership Stochastic Block Models for Weighted NetworksConference on Uncertainty in Artificial Intelligence (UAI), Aug 2020, Toronto, Canada. pp.679-688 |
|
Meeting Summarization, A Challenge for Deep Learning15th International Work-Conference on Artificial Neural Networks, Jun 2019, Gran Canaria, Spain. pp.644-655, ⟨10.1007/978-3-030-20521-8_53⟩ |
|
Recherche de motifs pour l'étude critique de partitions musicalesConférence Extraction et Gestion des Connaissances (EGC2019), Jan 2019, Metz, France |
|
|
|
Extraction of Musical Motifs from Handwritten Music Score ImagesVISAPP - VISIGRAPP, 14th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications., Feb 2019, Prague, France. ⟨10.5220/0007577404280435⟩ |
Identifying sound descriptions in textsInternational Conference on Research Challenges in Information Science, May 2019, brussels, Belgium |
|
|
|
International Workshop on Mining Attributed Networks (MATNET 2018) Chairs' WelcomeCompanion of the The Web Conference 2018, Apr 2018, Lyon, France. pp.1231-1233, ⟨10.1145/3184558.3192308⟩ |
Towards Automatic Complex Feature EngineeringWeb Information Systems Engineering (WISE 2018), Nov 2018, DUBAI, United Arab Emirates |
|
Network properties captured by graph embeddingsComplex Network, 2018, Cambridge, United Kingdom |
|
A Machine Learning System for Assisting Neophyte Researchers in Digital LibrariesIAPR International Conference on Document Analysis and Recognition, ICDAR 2017, Nov 2017, Kyoto, Japan. pp.317-323, ⟨10.1109/ICDAR.2017.60⟩ |
|
|
|
Community detection in dynamic graphs with missing edgesIEEE Eleventh International Conference on Research Challenges in Information Science (RCIS), May 2017, Brighton, United Kingdom. pp.372 - 381, ⟨10.1109/RCIS.2017.7956562⟩ |
Une Etude des Modèles Mixed-Membership pour la Prédiction de Liens dans les Réseaux SociauxMarami2017 8ème conférence sur les modèles et l’analyse des réseaux, Oct 2017, La Rochelle, France |
|
Discovering motifs with variants in music databasesSixteenth International Symposium on Intelligent Data Analysis (IDA 2017), Oct 2017, London, United Kingdom |
|
Un générateur de réseaux dynamiques attribués avec structure communautaire,Conférence Extraction et gestion des connaissances (EGC2017), Jan 2017, Grenoble, France |
|
A Study of Stochastic Mixed Membership Models for Link Prediction in Social Networks4th IEEE International Conference on Data Science and Advanced Analytics, DSAA 2017, Oct 2017, Tokyo, Japan |
|
Un générateur de réseaux dynamiques attribués avec structure communautaireConférence Extraction et gestion des connaissances (EGC2017), Jan 2017, Grenoble, France |
|
|
|
Personalized information retrieval models integrating the user's profile10th International Conference on Research Challenges in Information Science (RCIS 2016), Jun 2016, Grenoble, France. pp.1 - 9, ⟨10.1109/RCIS.2016.7549310⟩ |
Contributions à la coloration des hypergraphes basées sur les traverses minimales.EGC, Jan 2016, Reims, France. pp.547-548 |
|
|
|
DANCer: Dynamic Attributed Network with Community Structure GeneratorEuropean Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Sep 2016, Riva del Garda, Italy. pp.41 - 44, ⟨10.1007/978-3-319-46131-1_9⟩ |
Mesures d'influence via les indicateurs de centralité dans les réseaux sociauxActes de la conférence Extraction et gestion des connaissances (EGC 2015), Jan 2015, Luxembourg, Luxembourg. pp.469-470 |
|
Identification d'auteurs par apprentissage automatiqueActes de la conference Extraction et gestion des connaissances (EGC 2015), Jan 2015, Luxembourg, Luxembourg. pp.35-46 |
|
QASSIT: A Pretopological Framework for the Automatic Construction of Lexical Taxonomies from Raw TextsInternational Workshop on Semantic Evaluation (SEMEVAL 2015), 2015, Denver, United States |
|
Concise representation of hypergraph minimal transversals: Approach and application on the dependency inference problemInternational Conference on Research Challenges in Information Science (RCIS2015), May 2015, Athènes, Greece |
|
Centrality for graphs with numerical 2015-08-25attributesWorkshop on Multiplex and Attributed Network Mining MANEM@Asonam2015, Aug 2015, Paris, France |
|
Author Identification by Automatic LearningIEEE International Conference on Document Analysis and Recognition (ICDAR 2015), Aug 2015, Nancy, France |
|
|
|
I-Louvain: An Attributed Graph Clustering MethodIntelligent Data Analysis, LaHC, University of Saint-Etienne, France, Oct 2015, Saint-Etienne, France. ⟨10.1007/978-3-319-24465-5_16⟩ |
Mesures d’influence via les indicateurs de centralité dans les réseaux sociauxMARAMI (Modèles et Analyses Réseau : Approches Mathématiques et Informatiques) 2012015, Oct 2015, Alès, France |
|
Community detection validation using networks generatorJournée Réseaux sociaux et IA - Plate-forme Intelligence Artificielle 2015, Jun 2015, Rennes, France |
|
A Coarse-to-Fine Word Spotting Approach for Historical Handwritten Documents Based on Graph Embedding and Graph Edit DistanceInternational Conference on Pattern Recognition (ICPR 2014), Aug 2014, Stockholm, Sweden |
|
|
|
Vers une modularité pour données vectoriellesExtraction et Gestion des Connaissances, EGC 2014, Jan 2014, Rennes, France. pp.53-64 |
A novel learning-free word spotting approach based on graph representation11th IAPR workshop on Document Analysis System (DAS 2014), Apr 2014, Tours, France |
|
Représentation par graphe de mots manuscrits dans les images pour la recherche par similaritéColloque International Francophone sur l'Écrit et le Document, Mar 2014, Nancy, France |
|
Handwritten Word Spotting Based on A Hybrid Optimal DistanceInternational Conference on Image Processing (ICIP 2014), Oct 2014, Paris, France |
|
UJM at CLEF in Author Verification based on optimized classification treesCLEF 2014, Sep 2014, Sheffield, United Kingdom. 7p |
|
Local-Generator : "diviser pour régner" pour l'extraction des traverses minimales d'un hypergrapheActes de la conférence Extraction et gestion des connaissances (EGC 2014), Jan 2014, Rennes, France. pp.245-256 |
|
UJM at CLEF in Author Verification based on optimized classification trees. Notebook for PAN at CLEF 2014CLEF 2014: Conference and Labs of the Evaluation Forum Information Access Evaluation meets Multilinguality, Multimodality, and Interaction, Sep 2014, Sheffield, United Kingdom |
|
|
|
Integrating user's profile in the query model for Social Information RetrievalIEEE Conference on Research Challenges in Information Science, May 2014, Marrakesh, Morocco. pp.1-2 |
Exploring Interest Points and local description for Word Spotting Application on Historical Handwriting imagesInternational Conference on Computer Analysis on Images and Patterns, CAIP 2013, Aug 2013, york, United Kingdom. pp.408-415 |
|
|
|
ToTeM: une méthode de détection de communautés adaptées aux réseaux d'informationExtraction et gestion des connaissances (EGC'2013), Jan 2013, Toulouse, France. pp.305-310 |
|
|
User-Centered Social Information Retrieval Model Exploiting Annotations and Social RelationshipsInformation Retrieval Technology - 9th Asia Information Retrieval Societies Conference, Dec 2013, Singapore, Singapore. pp.356-367, ⟨10.1007/978-3-642-45068-6_31⟩ |
|
|
Modèle de Recherche d'Information Sociale Centré UtilisateurExtraction et gestion des connaissances (EGC'2013), Jan 2013, France. pp.275-286 |
A comprehensive representation model for handwriting dedicated to word spottingInternational Conference on Document Analysis and Recognition (ICDAR), Aug 2013, Washington, United States |
|
Détection efficace des traverses minimales d'un hypergraphe par élimination de la redondanceEGC 2013 : 13e Conférence Francophone sur l'Extraction et la Gestion des Connaissances, Jan 2013, Toulouse, France. pp.169 - 174 |
|
A la recherche d'acteurs multi-communautaires dans un réseau socialActes de la conférence francophone d'apprentissage (CAP 2012), May 2012, Nancy, France |
|
Tmd-Miner : Une nouvelle approche pour la détection des diffuseurs dans un système communautaireActes de la conférence francophone Extraction et Gestion des connaissances (EGC 2012), Jan 2012, Bordeaux, France. pp.423-428 |
|
|
|
Combining relations and text in scientific network clustering2012 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, Aug 2012, Istanbul, Turkey. pp.1280-1285, ⟨10.1109/ASONAM.2012.215⟩ |
MCut: A Thresholding Strategy for Multi-label ClassificationEleventh International Symposium on Intelligent Data Analysis (IDA 2012), Oct 2012, Elsinki, Finland. pp.173-184 |
|
|
|
Apprentissage par analyse linéaire discriminante des paramètres de fusion pour la recherche d'information multimédia texte-imageExtraction et gestion des connaissances (EGC'2012), Jan 2012, Bordeaux, France. pp.357-368 |
|
|
Getting Clusters from Structure Data and Attribute Data2012 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, Aug 2012, Istanbul, Turkey. pp.731-733, ⟨10.1109/ASONAM.2012.123⟩ |
|
|
Entropy based feature selection for text categorizationACM Symposium on Applied Computing, Mar 2011, TaiChung, Taiwan. pp.924-928, ⟨10.1145/1982185.1982389⟩ |
|
|
ENSM-SE and UJM at INEX 2010: Scoring with Proximity and Tag Weights9th International Workshop of the Inititative for the Evaluation of XML Retrieval, INEX 2010, Dec 2010, Vught, Netherlands, France. pp.44-53 |
|
|
UJM at INEX 2009 Ad Hoc trackFocused Retrieval and Evaluation, 8th International Workshop of the Initiative for the Evaluation of XML Retrieval, Dec 2009, Brisbane, Australia. pp.88-94, ⟨10.1007/978-3-642-14556-8_10⟩ |
|
|
A comparative study of social network analysis toolsWEB INTELLIGENCE & VIRTUAL ENTERPRISES, Oct 2010, Saint-Etienne, France |
|
|
UJM at INEX 2009 XML Mining TrackFocused Retrieval and Evaluation, 8th International Workshop of the Initiative for the Evaluation of XML Retrieval, Dec 2009, Brisbane, Australia. pp.426-433, ⟨10.1007/978-3-642-14556-8⟩ |
|
|
Impact of Visual Information on Text and Content Based Image RetrievalStructural, Syntactic, and Statistical Pattern Recognition, Aug 2010, Cesme, Izmir, Turkey. pp.159-169, ⟨10.1007/978-3-642-14980-1_15⟩ |
|
|
Impact de l'information visuelle pour la Recherche d'Images par le contenu et le contexteCOnférence en Recherche d'Infomations et Applications, Mar 2010, Sousse, Tunisia. pp.179-193 |
|
|
UJM at INEX 2008: pre impacting of tags weightsWorkshop INEX (INitiative for Evaluation of XML Retrieval), Dec 2008, Dagstuhl, Germany. pp.46-53 |
|
|
UJM at INEX 2008 XML mining TrackWorkshop INtitiative for Evaluation of XML Retrieval (INEX 2008 ), Jan 2008, Dagstuhl, Germany. pp.446-452 |
|
|
SoftJaccard: une mesure de similarité entre ensembles de chaînes de caractères pour l'unification d'entités nomméesExtraction et Gestion des Connaissances (EGC 2009), Jan 2009, Strasbourg, France. pp.443-444 |
|
|
Impact précoce du poids des balises pour la recherche d'information cibléeConférence en Recherche d'Information et Applications, May 2009, Presqu'île de Giens, France. pp 333-348 |
|
|
Combining text/image in WikipediaMM task 2009ECDL 2009 - Workshop CLEF, Sep 2009, Corfu, Greece |
|
|
Integrating structure in the probabilistic model for Information RetrievalIEEE / WIC / ACM International Conference on Web Intelligence, Dec 2008, Sydney, Australia. pp.763-769, ⟨10.1109/WIIAT.2008.346⟩ |
Intégration de la structure dans un modèle probabiliste de document.Extraction et Gestion des Connaissances (EGC 2008), Jan 2008, Sophia Antipolis, France. pp.613-618 |
|
UJM at INEX 2007: Document Model Integrating XML TagsINEX, Dec 2007, Germany. pp.103-114, ⟨10.1007/978-3-540-85902-4⟩ |
|
|
|
UJM at ImageCLEFwiki 2008ECDL 2008 - Workshop CLEF, Sep 2008, Aarhus, Denmark |
|
|
A Model for Managing Collections of PatternsACM Symposium on Applied Computing, May 2007, Seoul, South Korea. pp.860-865 |
A data mining approach for territorial watch.Workshop Business intelligence BI 2007, 13th Portuguese Conference on Artificial Intelligence, Dec 2007, Guimarães, Portugal. pp.416-427 |
|
La fouille de données pour la veille territoriale. Le cas du Sud LoireVSST 2007, Veille Stratégique Scientifique et Technologique, Oct 2007, Marrakech, Maroc |
|
|
|
Un cadre théorique pour la gestion de grandes bases de motifsExtraction et gestion des connaissances, Jan 2007, Namur, Belgique. pp.259-270 |
Boosting d'un pool d'apprenants faiblesCAp 2006, May 2006, Trégastel, France. pp.283-298 |
|
Recherche de règles non redondantes par vecteurs de bits dans des grandes bases de motifs.Extraction et Gestion des Connaissances, Jan 2006, Lille, France. pp.601-602 |
|
|
|
Prise en Compte de la Structure des Documents pour la Découverte d'Informations Inattendues2006 |
Using the Structure of Documents to Improve the Discovery of Unexpected InformationApr 2006, pp.1036-1042 |
|
|
|
Efficient Management of Non Redundant Rules in Large Pattern Bases: a Bitmap Approach2006, pp.208-215 |
La veille scientifique territoriale : un outil pour la mesure des relations entre les acteurs et les territoires.5 èmes Journées de la Proximité, Jun 2006, Bordeaux, France |
|
Symbolic answers to an eye- tracking problemWorkshop on Machine Learning for Implicit Feedback and User Modeling of the Conference Neural Information Processing Systems NIPS 2005, 2005, Whistler, Canada. pp.13-18 |
|
SEQTREE, un outil de fouille de données séquentielles par visualisationExtraction et Gestion des connaissances EGC, Jan 2005, Paris, France. pp.691-696 |
Extraction de données sensorielles dans des documents hétérogènes texte-imageSymposium International Francophone sur l'Ecrit et le Document (SIFED 2023), Jun 2023, Paris, France |
|
|
|
Détection automatique de fraude dans les marchés publics : Application aux cas françaisMeetup LIAvignon, Nov 2022, Avignon, France. 2022 |
Modeling, analyzing and mining feature-rich networks2019 |
|
Extraction et Gestion des Connaissances, {EGC} 2018, Paris, France, January 23-26, 20182019 |
|
|
|
Advances in Knowledge Discovery and Management, Vol. 8Springer International Publishing, 834, 2019, Studies in Computational Intelligence, 978-3-030-18129-1 (eBook) 978-3-030-18128-4 (Hardcover). ⟨10.1007/978-3-030-18129-1⟩ |
Attributed Networks Partitioning Based on Modularity OptimizationEdwin Diday, Rong Guan, Gilbert Saporta, Huiwen Wang. Advances in Data ScienceAdvances in Data Science: Symbolic, Complex and Network Data, Volume 4 Symbolic, Complex and Network Data, 4, Wiley; ISTE, 2020, 9781119695110. ⟨10.1002/9781119695110.ch8⟩ |
|
|
|
Recommender Systems using Social Network Analysis: Challenges and Future TrendsAlhajj, Reda, and Rokne, Jon. Encyclopedia of Social Network Analysis and Mining, Springer, pp.1-22, 2014, 978-1-4614-6171-5 |
ENSM-SE and UJM at INEX 2010: Scoring with Proximity and Tag WeightsComparative Evaluation of Focused Retrieval, Springer Berlin / Heidelberg, pp.Pages 44 - 53, 2011, ⟨10.1007/978-3-642-23577-1_3⟩ |
|
|
A Survey on Fairness for Machine Learning on Graphs2022 |
|
|
FOPPA: A database of French Open Public Procurement Award notices[Research Report] Avignon Université. 2022 |