Jean-Loup Guillaume
Publications
Publications
Dynamic and Overlapping Community Detection in Link Streams through Formal Concept AnalysisInternational Conference on Advances in Social Networks Analysis and Mining, Aug 2025, Niagara Falls, Ontario, Canada. pp.83-93, ⟨10.1007/978-3-032-13513-1_7⟩ |
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Is Word2Vec Dead for Topic Modeling? A Case Study on Hospitality Opinion MiningThe 29th International Conference on Theory and Practice of Digital Libraries, Sep 2025, Tempere, Finland. pp.110-123, ⟨10.1007/978-3-032-06136-2_11⟩ |
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From Non-overlapping to Overlapping CommunitiesInternational Conference on Advances in Social Networks Analysis and Mining, Aug 2025, Niagara Falls, Ontario, Canada. pp.315-329, ⟨10.1007/978-3-032-13513-1_26⟩ |
Fuzzy and Overlapping Communities Detection: An Improved Approach Using Formal Concept AnalysisASONAM 2024, Sep 2024, Rende (CS), Calabria, Italy. pp.23-35, ⟨10.1007/978-3-031-78548-1_3⟩ |
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L'effet de la complexité visuelle de l'information sur l'intention et le comportement de mobilité urbaineINFORSID 2024, May 2024, Nancy (France), France. pp.200-201 |
Détection de Communautés Floues et Chevauchantes via l’Analyse Formelle de ConceptsRencontres des Jeunes Chercheurs en Intelligence Artificielle 2024, AFIA; L3i, Jul 2024, La Rochelle, France. pp.93-103 |
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Operation eco-energetique : le jeu du placement des microservicesAlgoTel 2024 – 26èmes Rencontres Francophones sur les Aspects Algorithmiques des Télécommunications, May 2024, Saint-Briac-sur-Mer, France |
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Energy- and Resource-Aware Graph-Based Microservices Placement in the Cloud-Fog-Edge ContinuumInternational Conference on Computational Science, Jul 2024, Malaga, Spain. pp.240-255, ⟨10.1007/978-3-031-63749-0_17⟩ |
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The effect of visual information complexity on urban mobility intention and behaviorThe 17th International Conference on Research Challenges in Information Science, May 2023, Corfu Island, Greece |
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Faites du bruit pour la détection de communautés consensuelles (mais pas trop) !AlgoTel 2023 - 25èmes Rencontres Francophones sur les Aspects Algorithmiques des Télécommunications, May 2023, Cargèse, France |
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On filtering the noise in consensual communitiesINTERNATIONAL CONFERENCE ON COMPUTATIONAL SCIENCE, Jul 2023, Prague, Czech Republic |
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A Quantitative Analysis of Noise Impact on Document RankingIEEE Conference on Systems, Man, and Cybernetics, Oct 2023, Honolulu, United States. pp.4612-4618, ⟨10.1109/SMC53992.2023.10394665⟩ |
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Filtering the noise in consensual community detectionFrench Regional Conference on Complex Systems, May 2023, Le havre, France |
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Edit distance with Quasi Real Penalties: a hybrid distance for network-constrained trajectories2022 IEEE International Conference on Data Mining Workshops (ICDMW), Nov 2022, Orlando, United States. pp.1045-1053, ⟨10.1109/ICDMW58026.2022.00136⟩ |
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Sniffer deployment in urban area for human trajectory reconstruction and contact tracing8th IEEE International Smart Cities Conference 2022, Sep 2022, Paphos, Cyprus. pp.1-7, ⟨10.1109/ISC255366.2022.9922137⟩ |
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Applying Segmented Images by Louvain Method into Content-Based Image RetrievalInternational Conference on Context-Aware Systems and Applications, Oct 2021, Ho Chi Minh City, Vietnam. pp.77-90, ⟨10.1007/978-3-030-93179-7_7⟩ |
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LouvainNE: Hierarchical Louvain Method for High Quality and Scalable Network Embedding *13th ACM International WSDM Conference, Feb 2020, Houston, Texas, United States. pp.43-51, ⟨10.1145/3336191.3371800⟩ |
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A graph based approach for functional urban areas delineationthe 34th ACM/SIGAPP Symposium, Apr 2019, Limassol, France. pp.652-658, ⟨10.1145/3297280.3297341⟩ |
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Une approche basée graphes pour la détection de zones fonctionnelles urbainesEGC, Jan 2019, Metz, France |
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A Combination of Histogram of Oriented Gradients and Color Features to Cooperate with Louvain Method based Image Segmentation14th International Conference on Computer Vision Theory and Applications, Feb 2019, Prague, France. pp.280-291, ⟨10.5220/0007389302800291⟩ |
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ComSim : A bipartite community detection algorithm using cycle and node's similarityComplex Networks 2017, Nov 2017, Lyon, France. pp.278-289, ⟨10.1007/978-3-319-72150-7_23⟩ |
An Efficient Agglomerative Algorithm Cooperating with Louvain Method for Implementing Image SegmentationAdvanced Concepts for Intelligent Vision Systems (Acivs), Sep 2018, Poitiers, France. pp.150-162, ⟨10.1007/978-3-030-01449-0_13⟩ |
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Unsupervised Crisis Information Extraction from Twitter Data2018 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM), Aug 2018, Barcelona, France. pp.579-580, ⟨10.1109/ASONAM.2018.8508261⟩ |
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A New Image Segmentation Approach Based on the Louvain Algorithm2018 International Conference on Content-Based Multimedia Indexing (CBMI), Sep 2018, La Rochelle, France. pp.1-6, ⟨10.1109/CBMI.2018.8516531⟩ |
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A Modular Overlapping Community Detection Algorithm: Investigating the ``From Local to Global'' Approach16th Cologne-Twente Workshop on Graphs and Combinatorial Optimization, Jun 2018, Paris, France. pp.167-170 |
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Review and comparison of similarity measures and community detection algorithms for clustering of network constrained trajectoriesMARAMI, Oct 2017, La Rochelle, France |
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Discovering Community Structure in Multilayer Networks2017 IEEE International Conference on Data Science and Advanced Analytics (DSAA), Oct 2017, Tokyo, Japan. pp.611-620, ⟨10.1109/dsaa.2017.71⟩ |
Structure communautaire des réseaux multicouchesModèles et Analyses Réseau : Approches Mathématiques et Informatique (MARAMI), Oct 2017, La Rochelle, France |
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On the Role of Mentions on Tweet Virality2016 IEEE International Conference on Data Science and Advanced Analytics (DSAA), Oct 2016, Montreal, Canada. pp.204-213, ⟨10.1109/DSAA.2016.28⟩ |
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Augmenter les retweets sur Twitter : comment tirer parti des mentions ?Sixième conférence Modèles et Analyses Réseau : Approches Mathématiques et Informatique (MARAMI 2015), Oct 2015, Nîmes, France. ⟨10.3166/RIA.na.1-13⟩ |
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Déplier la structure communautaire d’un réseau en mesurant la proximité aux représentants de communautéSixième conférence Modèles et Analyses Réseau : Approches Mathématiques et Informatiques (MARAMI 2015), Oct 2015, Nîmes, France. ⟨10.3166/RIA.28.1-12⟩ |
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Revealing intricate properties of communities in the bipartite structure of online social networksIEEE Ninth International Conference on Research Challenges in Information Science (RCIS'15), May 2015, Athènes, Greece. pp.321-326, ⟨10.1109/RCIS.2015.7128892⟩ |
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Learning a proximity measure to complete a community2014 International Conference on Data Science and Advanced Analytics (DSAA2014), Oct 2014, Shanghai, China. pp.90-96, ⟨10.1109/DSAA.2014.7058057⟩ |
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Complétion de communautés par l'apprentissage d'une mesure de proximitéALGOTEL 2014 -- 16èmes Rencontres Francophones sur les Aspects Algorithmiques des Télécommunications, Jun 2014, Le Bois-Plage-en-Ré, France. pp.1-4 |
La méthode de Louvain générique : un algorithme adaptatif pour la détection de communautés sur de très grands graphesROADEF - 15ème congrès annuel de la Société française de recherche opérationnelle et d'aide à la décision, Société française de recherche opérationnelle et d'aide à la décision, Feb 2014, Bordeaux, France |
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On the use of intrinsic time scale for dynamic community detection and visualization in social networks8th IEEE International Conference on Research Challenges in Information Science (RCIS 2014), May 2014, Marrakech, Morocco. pp.1-11, ⟨10.1109/RCIS.2014.6861033⟩ |
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A Matter of Time - Intrinsic or Extrinsic - for Diffusion in Evolving Complex NetworksConference on Advances in Social Networks Analysis and Mining, Aug 2013, Niagara Falls, Canada. pp.202-206, ⟨10.1145/2492517.2492634⟩ |
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Une approche à base de proximité pour la détection de communautés egocentrées15èmes Rencontres Francophones sur les Aspects Algorithmiques des Télécommunications (AlgoTel), May 2013, Portnic, France. pp.1-4 |
The Power of Consensus: Random Graphs Have No CommunitiesIEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2013, Aug 2013, Niagara Falls, ON, Canada. pp.272-276 |
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Déplier les structures communautaires egocentrées - une approche à base de similaritéAtelier Fouille de Grands Graphes - EGC, Jan 2013, Toulouse, France |
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Unfolding ego-centered community structures with "a similarity approachThe 4th Workshop on Complex Networks CompleNet 2013, Mar 2013, Berlin, Germany. pp.145-153, ⟨10.1007/978-3-642-36844-8_14⟩ |
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Graphes d'accessibilité dynamiques14èmes Rencontres Francophones sur les Aspects Algorithmiques des Télécommunications (AlgoTel), 2012, La Grande Motte, France |
Community Cores in Evolving NetworksMining Social Network Dynamic 2012 Workshop (MSND), In conjunction with the international conference World Wide Web WWW 2012, Apr 2012, Lyon, France. pp.1173-1180 |
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File Diffusion in a Dynamic Peer-to-peer NetworkMining Social Network Dynamic 2012 Workshop (MSND), In conjunction with the international conference World Wide Web WWW 2012, Apr 2012, Lyon, France. pp.1169-1172, ⟨10.1145/2187980.2188257⟩ |
Stable community cores in complex networks3rd Workshop on Complex Networks (CompleNet 2012), Mar 2012, Melbourne, Florida, United States. pp.87-98, ⟨10.1007/978-3-642-30287-9_10⟩ |
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Temporal Reachability GraphsACM Mobicom, Aug 2012, Istanbul, Turkey. pp.377-388, ⟨10.1145/2348543.2348589⟩ |
Extraction hiérarchique de fenêtres de temps basée sur la structure communautaireMARAMI 2011, Oct 2011, Grenoble, France |
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Multi-Step Community Detection and Hierarchical Time Segmentation in Evolving NetworksFifth SNA-KDD Workshop Social Network Mining and Analysis, in conjunction with the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2011), Aug 2011, San Diego, CA, United States |
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Static community detection algorithms for evolving networksWiOpt'10: Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks, May 2010, Avignon, France. pp.508-514 |
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Détection de communautés à long terme dans les graphes dynamiquesJournée thématique : Fouille de grands graphes, Oct 2010, Toulouse, France |
Interactive multiscale visualization of huge graphs: application to a network of weblogs8th Workshop on Visualization and Knowledge Extraction (EGC 2010), Jan 2010, Hammamet, Tunisia |
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Long range community detectionLAWDN - Latin-American Workshop on Dynamic Networks, INTECIN - Facultad de Ingeniería (U.B.A.) - I.T.B.A., Nov 2010, Buenos Aires, Argentina. 4 p |
Age, Gender and Communication NetworksWorkshop on the Analysis of Mobile Phone Networks, satellite workshop to NetSci 2010, May 2010, Cambridge, MA, United States. pp.11-14 |
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Characteristics of the Dynamic of Mobile Networks4th International Conference on Bio-Inspired Models of Network, Information, and Computing Systems, Dec 2009, Avignon, France. pp.130-139, ⟨10.1007/978-3-642-12808-0_13⟩ |
A Methodology to Identify Characteristics of the Dynamic of Mobile NetworksACM ASIAN INTERNET ENGINEERING CONFERENCE (AINTEC), Nov 2008, Bangkok, Thailand |
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Identification multi-échelle de la structure communautaire de très grands graphes10ème Rencontres Francophones sur les Aspects Algorithmiques des Télécommunications (AlgoTel'08), May 2008, Saint-Malo, France. pp.61-64 |
Description and simulation of dynamic mobility networksDynamics on and of Complex Networks – II, Sep 2008, Jerusalem, Israel |
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Analysis of Dynamic Sensor Networks: Power Law Then What?Second International Conference on COMmunication Systems softWAre and middlewaRE (COMSWARE 2007), 2007, Bangalore, India |
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Loi de puissance et caractérisation des réseaux dynamiques9ème Rencontres Francophones sur les Aspects Algorithmiques des Télécommunications, May 2007, Ile d'Oléron, France. pp.17-20 |
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Relevance of Massively Distributed Explorations of the Internet Topology: Simulation ResultsINFOCOM 2005, 2005, Miami, United States |
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Clustering in P2P exchanges and consequences on performances.4th International Workshop on Peer-To-Peer Systems (IPTPS'05), 2005, Ithaca, NY, United States. pp.193 - 204, ⟨10.1007/11558989_18⟩ |
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Statistical analysis of a P2P query graph based on degrees and their time-evolution6th International Workshop on Distributed Computing (IWDC 04), 2004, Kolkata, India. pp.126-137, ⟨10.1007/b104419⟩ |
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Comparison of Failures and Attacks on Random and Scale-Free Networks2004, pp.186-196, ⟨10.1007/11516798_14⟩ |
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Efficient and Simple Encodings for the Web GraphThe Third International Conference on Web-Age Information Management (WAIM), Aug 2002, Beijing, China. ⟨10.1007/3-540-45703-8_30⟩ |
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The Web Graph: an OverviewActes d'ALGOTEL'02 (Quatrièmes Rencontres Francophones sur les aspects Algorithmiques des Télécommunications), 2002, Mèze, France |
An Enhanced Louvain Based Image Segmentation Approach Using Color Properties and Histogram of Oriented GradientsVISIGRAPP 2019: Computer Vision, Imaging and Computer Graphics Theory and Applications, pp.543-565, 2020, ⟨10.1007/978-3-030-41590-7_23⟩ |
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Modélisation des réseaux sociauxCédric Sueur. Analyse des réseaux sociaux appliquée à l’éthologie et l’écologie, Editions matériologiques, 2015, 978-2-919694-98-3 |
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L’étude de l’émergence, de l’organisation et de l’évolution des structures de réseau par l’analyse de réseaux dynamiquesAnalyse des réseaux sociaux appliquée à l’éthologie et l’écologie, 2015 |
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Multi-ego-centered communitiesComplex Networks, Cambridge Scholars Publishing, pp.76-111, 2014 |
Communities in evolving networks: definitions, detection and analysis techniquesNiloy Ganguly; Animesh Mukherjee; Bivas Mitra; Fernando Peruani; Monojit Choudhury. Dynamics On and Of Complex Networks, 2, Springer, pp.159-200, 2013, ⟨10.1007/978-1-4614-6729-8_9⟩ |
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Optimisation locale multi-niveaux de la modularitéPartitionnement de graphe : optimisation et applications, Traité IC2, Hermes-Lavoisier, pp.14, 2011 |
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Evolving networksMining Massive Data Sets for Security, 19, IOS Press, pp.198-203, 2008, 978-1-58603-898-4. ⟨10.3233/978-1-58603-898-4-198⟩ |
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D5.3: Exploitation planD5.3, Sorbonne Université (Paris, France); Inria Saclay - Île de France; La Rochelle Université, France. 2025 |
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D3.3: Trace observationsD3.3, Sorbonne Université (Paris, France); Inria Saclay - Île de France; La Rochelle Université, France. 2024 |
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D3.2: Trace merging on a per-user basisD3.2, Sorbonne Université (Paris, France); Inria Saclay - Île de France; La Rochelle Université, France. 2024 |
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D2.2a: Measurement infrastructure deployment and raw data collectionD2.2a, Sorbonne Université (Paris, France); Inria Saclay - Île de France; La Rochelle Université, France. 2024 |
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D2.2b: Measurement tools, data collection and device associationD2.2b, Sorbonne Université (Paris, France); Inria Saclay - Île de France; La Rochelle Université, France. 2024 |
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D3.1: Sanitization strategies and utility resultsD3.1, Sorbonne Université (Paris, France); Inria Saclay - Île de France; La Rochelle Université, France. 2023 |
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D2.1: Architectural design and instantiationD2.1, Sorbonne Université (Paris, France); Inria Saclay - Île de France; La Rochelle Université, France. 2021 |
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Analyse statistique et modélisation des grands réseaux d'interactions.Réseaux et télécommunications [cs.NI]. Université Paris-Diderot - Paris VII, 2004. Français. ⟨NNT : ⟩ |