Christine Largeron
111
Documents
Publications
Improving exploratory information retrieval for neophytesACM SIGAPP applied computing review : a publication of the Special Interest Group on Applied Computing, 2021, 20 (4), pp.50-64. ⟨10.1145/3447332.3447336⟩
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emse-03113126v1
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Lexifield: a system for the automatic building of lexicons by semantic expansion of short word listsKnowledge and Information Systems (KAIS), 2020, 62 (8), pp.3181-3201. ⟨10.1007/s10115-020-01451-6⟩
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Feature-rich networks: going beyond complex network topologies.Applied Network Science, 2019, 4 (1), ⟨10.1007/s41109-019-0111-x⟩
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Generating Attributed Networks with Communities2015/04/20PLoS ONE, 2015, 10 (4), ⟨10.1371/journal.pone.0122777⟩
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Using Proximity and Tag Weights for Focused Retrieval in Structured DocumentsKnowledge and Information Systems (KAIS), 2015, 44 (1), pp.51-76
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Représentation des mots manuscrits par graphe pour la recherche par similaritéDocument numérique - Revue des sciences et technologies de l'information. Série Document numérique, 2014, 17 (3), pp.53-75. ⟨10.3166/dn.17.3.53-75⟩
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Efficient unveiling of multi-members in a social networkJournal of Systems and Software, Special Issue on Social Cyber System (JSS), 2014, 94, pp.30-38
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Fisher Linear Discriminant Analysis for Text-Image Combination in Multimedia Information RetrievalPattern Recognition, 2014, 47 (1), pp.260-269. ⟨10.1016/j.patcog.2013.06.003⟩
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ujm-00866140v1
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BM25t: a BM25 extension for focused information retrievalKnowledge and Information Systems (KAIS), 2012, 32 (1), pp.217-241. ⟨10.1007/s10115-011-0426-0⟩
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BM25t : une extension de BM25 pour la Recherche d'Information cibléeDocument numérique - Revue des sciences et technologies de l'information. Série Document numérique, 2010, 13 (1), pp.83-110
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Discovering Unexpected Documents in CorporaKnowledge-Based Systems, 2009, 22 (6), pp.421-429
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La veille scientifique territorialeRevue d'économie régionale et urbaine, 2008, 3, pp.447-466
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Représentation et comparaison de séquences par visualisationRevue des Nouvelles Technologies Numéro spécial Visualisation en Extraction des Connaissances, 2006, Volume 24 (16), pp.3153-3164
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Extraction Automatique d'Information Inattendue à partir de TextesRevue des Nouvelles Technologies de l'Information, 2005, pp.235-252
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Utilisation de graphes pour la détection de corruption dans les marchés publicsROADEF 2023, Feb 2023, Rennes, France
Conference papers
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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
Conference papers
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Etude comparative de modèles d'extraction non supervisée de mots-clés pour la recommandation d'emploiEGC 2023, Jan 2023, Lyon, France
Conference papers
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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
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Détection d'anomalies contextuelles dans un graphe attribuéExtraction et Gestion des Connaissances {EGC}, Jan 2022, Blois, France
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Fairness and edge prediction with variational node embeddingCAP 2022, Jul 2022, Vannes, France
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Community Topic: Topic Model Inference by Consecutive Word Community DiscoveryProceedings of the 29th International Conference on Computational Linguistics, Oct 2022, Gyeongju, South Korea
Conference papers
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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⟩
Conference papers
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Linking the Dynamics of User Stance to the Structure of Online Discussions19th International Symposium on Intelligent Data Analysis, {IDA} 2021, Porto, Portugal, April 26-28, 2021, Proceedings, 2021, Porto, Portugal
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Comparaison de la capacité des plongements de graphes à capturer les propriétés des réseauxConférence Extraction et gestion des connaissances EGC 2021, 2021, Montpellier, France
Conference papers
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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⟩
Conference papers
ujm-03165513v1
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Enhanced Word Embeddings for Anorexia Nervosa Detection on Social MediaEighteenth International Symposium on Intelligent Data Analysis (IDA 2020), Apr 2020, Bodenseeforum, Germany
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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⟩
Conference papers
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Mixed-Membership Stochastic Block Models for Weighted NetworksConference on Uncertainty in Artificial Intelligence (UAI), Aug 2020, Toronto, Canada. pp.679-688
Conference papers
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Construction automatique de lexiques thématiquesConférence Extraction et gestion des connaissances EGC 2020, Jan 2020, Bruxelles, Belgique. pp.157-168
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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
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Late-fusion Approach to Community Detection in Attributed NetworksEighteenth International Symposium on Intelligent Data Analysis (IDA 2020), Apr 2020, Bodenseeforum, Germany
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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⟩
Conference papers
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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⟩
Conference papers
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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⟩
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Recherche de motifs pour l'étude critique de partitions musicalesConférence Extraction et Gestion des Connaissances (EGC2019), Jan 2019, Metz, France
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hal-02037654v1
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Meeting Summarization, A Challenge for Deep Learning15th International Work-Conference on Artificial Neural Networks, Jun 2019, Gran Canaria, Spain
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Towards Automatic Complex Feature EngineeringWeb Information Systems Engineering (WISE 2018), Nov 2018, DUBAI, United Arab Emirates
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Network properties captured by graph embeddingsComplex Network, 2018, Cambridge, United Kingdom
Conference papers
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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
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Un générateur de réseaux dynamiques attribués avec structure communautaire,Conférence Extraction et gestion des connaissances (EGC2017), Jan 2017, Grenoble, France
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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⟩
Conference papers
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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
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hal-01613767v1
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Un générateur de réseaux dynamiques attribués avec structure communautaireConférence Extraction et gestion des connaissances (EGC2017), Jan 2017, Grenoble, France
Conference papers
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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⟩
Conference papers
hal-01377321v1
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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⟩
Conference papers
ujm-01377061v1
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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
Conference papers
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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⟩
Conference papers
ujm-01219447v1
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Identification d'auteurs par apprentissage automatiqueActes de la conference Extraction et gestion des connaissances (EGC 2015), Jan 2015, Luxembourg, Luxembourg. pp.35-46
Conference papers
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Centrality for graphs with numerical 2015-08-25attributesWorkshop on Multiplex and Attributed Network Mining MANEM@Asonam2015, Aug 2015, Paris, France
Conference papers
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Author Identification by Automatic LearningIEEE International Conference on Document Analysis and Recognition (ICDAR 2015), Aug 2015, Nancy, France
Conference papers
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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
Conference papers
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QASSIT: A Pretopological Framework for the Automatic Construction of Lexical Taxonomies from Raw TextsInternational Workshop on Semantic Evaluation (SEMEVAL 2015), 2015, Denver, United States
Conference papers
hal-01144344v1
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Community detection validation using networks generatorJournée Réseaux sociaux et IA - Plate-forme Intelligence Artificielle 2015, Jun 2015, Rennes, France
Conference papers
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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
Conference papers
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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
Conference papers
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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
Conference papers
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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
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A novel learning-free word spotting approach based on graph representation11th IAPR workshop on Document Analysis System (DAS 2014), Apr 2014, Tours, France
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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
Conference papers
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Vers une modularité pour données vectoriellesExtraction et Gestion des Connaissances, EGC 2014, Jan 2014, Rennes, France. pp.53-64
Conference papers
ujm-01016370v1
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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
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Handwritten Word Spotting Based on A Hybrid Optimal DistanceInternational Conference on Image Processing (ICIP 2014), Oct 2014, Paris, France
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UJM at CLEF in Author Verification based on optimized classification treesCLEF 2014, Sep 2014, Sheffield, United Kingdom. 7p
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emse-01065829v1
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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⟩
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ujm-00965534v1
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Modèle de Recherche d'Information Sociale Centré UtilisateurExtraction et gestion des connaissances (EGC'2013), Jan 2013, France. pp.275-286
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A comprehensive representation model for handwriting dedicated to word spottingInternational Conference on Document Analysis and Recognition (ICDAR), Aug 2013, Washington, United States
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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
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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
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ujm-00870695v1
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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
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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⟩
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MCut: A Thresholding Strategy for Multi-label ClassificationEleventh International Symposium on Intelligent Data Analysis (IDA 2012), Oct 2012, Elsinki, Finland. pp.173-184
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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⟩
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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
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A la recherche d'acteurs multi-communautaires dans un réseau socialActes de la conférence francophone d'apprentissage (CAP 2012), May 2012, Nancy, France
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Entropy based feature selection for text categorizationACM Symposium on Applied Computing, Mar 2011, TaiChung, Taiwan. pp.924-928, ⟨10.1145/1982185.1982389⟩
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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⟩
Conference papers
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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
Conference papers
ujm-00634862v1
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A comparative study of social network analysis toolsWEB INTELLIGENCE & VIRTUAL ENTERPRISES, Oct 2010, Saint-Etienne, France
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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
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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⟩
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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
Conference papers
ujm-00366422v1
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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⟩
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Combining text/image in WikipediaMM task 2009ECDL 2009 - Workshop CLEF, Sep 2009, Corfu, Greece
Conference papers
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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
Conference papers
ujm-00385200v1
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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
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UJM at INEX 2008 XML mining TrackWorkshop INtitiative for Evaluation of XML Retrieval (INEX 2008 ), Jan 2008, Dagstuhl, Germany. pp.446-452
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UJM at ImageCLEFwiki 2008ECDL 2008 - Workshop CLEF, Sep 2008, Aarhus, Denmark
Conference papers
ujm-00326228v1
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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⟩
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UJM at INEX 2008: pre impacting of tags weightsWorkshop INEX (INitiative for Evaluation of XML Retrieval), Dec 2008, Dagstuhl, Germany. pp.46-53
Conference papers
ujm-00366434v1
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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
Conference papers
ujm-00194778v1
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UJM at INEX 2007: Document Model Integrating XML TagsINEX, Dec 2007, Germany. pp.103-114, ⟨10.1007/978-3-540-85902-4⟩
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A Model for Managing Collections of PatternsACM Symposium on Applied Computing, May 2007, Seoul, South Korea. pp.860-865
Conference papers
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La fouille de données pour la veille territoriale. Le cas du Sud LoireVSST 2007, Veille Stratégique Scientifique et Technologique, Oct 2007, Marrakech, Maroc
Conference papers
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Un cadre théorique pour la gestion de grandes bases de motifsExtraction et gestion des connaissances, Jan 2007, Namur, Belgique. pp.259-270
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ujm-00160050v1
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Prise en Compte de la Structure des Documents pour la Découverte d'Informations Inattendues2006
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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
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Using the Structure of Documents to Improve the Discovery of Unexpected InformationApr 2006, pp.1036-1042
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Efficient Management of Non Redundant Rules in Large Pattern Bases: a Bitmap Approach2006, pp.208-215
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Boosting d'un pool d'apprenants faiblesCAp 2006, May 2006, Trégastel, France. pp.283-298
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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
Conference papers
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SEQTREE, un outil de fouille de données séquentielles par visualisationExtraction et Gestion des connaissances EGC, Jan 2005, Paris, France. pp.691-696
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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, Canada. pp.13-18
Conference papers
ujm-00388208v1
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Détection automatique de fraude dans les marchés publics : Application aux cas françaisMeetup LIAvignon, Nov 2022, Avignon, France. 2022
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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⟩
Books
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Extraction et Gestion des Connaissances, {EGC} 2018, Paris, France, January 23-26, 20182019
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Modeling, analyzing and mining feature-rich networks2019
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Attributed Networks Partitioning Based on Modularity OptimizationAdvances in Data Science Symbolic, Complex and Network Data, In press
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Recommender Systems Using Social Network Analysis: Challenges and Future TrendsEncyclopedia of Social Network Analysis and Mining, 2017
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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
Book sections
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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⟩
Book sections
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FOPPA: A database of French Open Public Procurement Award notices[Research Report] Avignon Université. 2022
Reports
hal-03796734v3
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