• Faster maximal clique enumeration in large real-world link streams (.pdf, )
    Alexis Baudin, Clémence Magnien and Lionel Tabourier.
    Journal of Graph Algorithms and Applications (JGAA), 28(1), p. 149-178, 2024.
  • LSCPM: communities in massive real-world Link Streams by Clique Percolation Method. (.pdf, )
    Alexis Baudin, Lionel Tabourier and Clémence Magnien.
    Proceedings of the 30-th International Symposium on Temporal Representation and Reasoning (TIME), 2023.
  • Computing Betweenness Centrality in Link Streams. (.pdf, )
    Frédéric Simard, Clémence Magnien and Matthieu Latapy.
    Journal of Graph Algorithms and Applications (JGAA), 27(3), p. 195-217, 2023.
  • Tailored vertex ordering for faster triangle listing in large graphs. (.pdf, )
    Fabrice Lécuyer, Louis Jachiet, Clémence Magnien and Lionel Tabourier.
    SIAM Symposium on Algorithm Engineering and Experiments (ALENEX), 2023.
  • Clique percolation method : memory efficient almost exact communities. (.pdf, )
    Alexis Baudin, Maximilien Danisch, Sergey Kirgizov, Clémence Magnien and Marwan Ghanem.
    International Conference on Advanced Data Mining and Applications (ADMA), 2022.
  • Ranking Online Social Users by their Influence (.pdf, )
    Anastasios Giovanidis, Bruno Baynat, Clémence Magnien and Antoine Vendeville.
    IEEE/ACM Transactions on Networking, Volume 29,Issue 5, 2021.
  • Strongly Connected Components in StreamGraphs: Computation and Experimentations (.pdf, )
    Léo Rannou, Clémence Magnien and Matthieu Latapy
    The 9th International Conference on Complex Networks and their Applications (Complex Networks 2020)
  • Finding Top-k Nodes for Temporal Closeness in Large Temporal Graphs (.pdf, )
    Pierluigi Crescenzi, Clémence Magnien and Andrea Marino
    Algorithms 2020, 13(9), 211
  • Approximating the Temporal Neighbourhood Function of Large Temporal Graphs (.pdf, )
    Pierluigi Crescenzi, Clémence Magnien and Andrea Marino.
    Algorithms 2019, 12(10), 211 (Special Issue Algorithm Engineering: Towards Practically Efficient Solutions to Combinatorial Problems)
  • How to exploit structural properties of dynamic networks to detect nodes with high temporal closeness. (.pdf, )
    Marwan Ghanem, Clémence Magnien and Fabien Tarissan.
    Cologne Twente Workshop, 2018.
  • Centrality metrics in dynamic networks: a comparison study (.pdf, )
    Marwan Ghanem, Clémence Magnien and Fabien Tarissan.
    IEEE Transactions on network science and engineering, 99, 2018.
  • Stream Graphs and Link Streams for the Modeling of Interactions over Time (.pdf, )
    Matthieu Latapy, Tiphaine Viard and Clémence Magnien.
    Social Network Analysis and Mining, 8: 61, 2018.
  • Enumerating maximal cliques in link streams with durations (.pdf, )
    Tiphaine Viard, Clémence Magnien and Matthieu Latapy
    Information Processing Letters 133, p. 44-48, 2018.
  • Discovering Patterns of Interest in IP Traffic Using Cliques in Bipartite Link Streams (.pdf, )
    Tiphaine Viard, Raphaël Fournier-S'niehotta, Clémence Magnien and Matthieu Latapy
    International Conference on Complex Networks (CompleNet), 2018.
  • Finding remarkably dense sequences of contacts in link streams (.pdf, )
    Noé Gaumont, Clémence Magnien and Matthieu Latapy
    Social Network Analysis and Mining (2016) 6: 87
  • Computing maximal cliques in link streams (.pdf, )
    Tiphaine Viard, Matthieu Latapy and Clémence Magnien.
    Theoretical Computer Science, 609 (1), 245-252, 2016.
  • Time Evolution of the Importance of Nodes in dynamic Networks (.pdf, )
    Clémence Magnien and Fabien Tarissan.
    In proceedings of the International Symposium on Foundations and Applications of Big Data Analytics (FAB), in conjunction with ASONAM, 2015.
  • Revealing contact patterns among high-school students using maximal cliques in link streams. (.pdf, )
    Tiphaine Viard, Matthieu Latapy and Clémence Magnien
    First International Workshop on Dynamics in Networks (DyNo), in conjunction with ASONAM, 2015.
  • Expected Nodes: a quality function for the detection of link communities. (.pdf, )
    Noé Gaumont, François Queyroi, Clémence Magnien and Matthieu Latapy.
    Proceedings of the 6th workshop on ComplexNetworks (CompleNet), 2015.
  • Comparing paedophile activity in different P2P systems (.pdf, )
    Raphaël Fournier, Thibault Cholez, Matthieu Latapy, Clémence Magnien, Isabelle Chrisment, Ivan Daniloff and Olivier Festor
    Social Sciences, 3(3), 314-325, 2014.
  • Detecting events in the dynamics of ego-centred measurements of the Internet topology (.pdf, )
    Matthieu Latapy, Assia Hamzaoui and Clémence Magnien
    Journal of Complex Networks, 2(1): 38-59, 2014.
  • Towards realistic modeling of IP-level routing topology dynamics (.pdf, )
    Clémence Magnien, Amélie Medem, Sergey Kirgizov and Fabien Tarissan
    Networking Science, Volume 3 (1-4), p. 24-33, 2013.
  • Outskewer: Using Skewness to Spot Outliers in Samples and Time Series (.pdf, )
    Sébastien Heymann, Matthieu Latapy and Clémence Magnien
    Proceedings of the IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM), 527-534, 2012.
  • Quantifying Paedophile Activity in a Large P2P System (.pdf, )
    Matthieu Latapy, Clémence Magnien and Raphaël Fournier.
    Information Processing and Management, 49 (1) : 248-263, 2013.
  • Impact of power-law topology on IP-level routing dynamics: simulation results (.pdf, )
    Amélie Medem, Clémence Magnien and Fabien Tarissan.
    Proceedings of the fourth international workshop on Network Science for Communication Networks (NetSciCom), 2012.
  • Internal links and pairs as a new tool for the analysis of bipartite complex networks (.pdf, )
    Oussama Allali, Lionel Tabourier, Clémence Magnien and Matthieu Latapy.
    Social Network Analysis and Mining, 3 (1)~: 85-91, 2013.
  • Internal link prediction: a new approach for predicting links in bipartite graphs (.pdf, )
    Oussama Allali, Clémence Magnien and Matthieu Latapy
    Dynamic Networks and Knowledge Discovery, special issue of Intelligent Data Analysis, 7 (1), 5-25, 2013.
  • Quantifying paedophile queries in a large P2P system (.pdf, )
    Matthieu Latapy, Clémence Magnien and Raphaël Fournier
    IEEE Infocom Mini-Conference, Shanghaï, 2011
  • Link prediction in bipartite graphs using internal links and weighted projection (.pdf, )
    Oussama Allali, Clémence Magnien and Matthieu Latapy
    Proceedings of the third international workshop on Network Science for Communication Networks (NetSciCom), 2011.
  • A radar for the internet (.pdf, )
    Matthieu Latapy, Clémence Magnien and Frédéric Ouédraogo
    Complex Systems, 20 (1), 23-30, 2011.
  • Removing bias due to finite measurement of dynamic networks (.pdf, )
    Lamia Benamara and Clémence Magnien
    Submitted.
  • Impact of Sources and Destinations on the Observed Properties of the Internet Topology (.pdf, )
    With Frédéric Ouédraogo
    Computer Communications, 34, 670-679, 2011.
  • Detecting Events in the Dynamics of Ego-centered Measurements of the Internet Topology (.pdf, )
    With Assia Hamzaoui and Matthieu Latapy
    Proceedings of International Workshop on Dynamic Networks (WDN), in conjunction with WiOpt 2010.
  • Estimating properties in dynamic systems: the case of churn in P2P networks (.pdf, )
    With Lamia Benamara
    Actes du workshop international on Network Science for Communication Networks (NetSciCom), 2010.
  • Impact of Random Failures and Attacks on Poisson and Power-Law Random Networks (.pdf, )
    With Matthieu Latapy and Jean-Loup Guillaume
    ACM Computing Surveys, 43 (3), 2011.
  • Mobile IPv6 Deployments: Graph-based Analysis and practical Guidelines (.pdf, .ps.gz)
    With Guillaume Valadon and Ryuji Wakikawa
    Computer Communications, 32, 2009.
  • Fast dynamics in Internet topology: preliminary observations and explanations (.pdf, )
    With Frédéric Ouédraogo, Guillaume Valadon and Matthieu Latapy.
    Proceedings of the Fourth International Conference on Internet Monitoring and Protection (ICIMP09).
  • Measurement of eDonkey Activity with Distributed Honeypots (.pdf, )
    With Oussama Allali and Matthieu Latapy.
    Proceedings of the Sixth International Workshop on Hot Topics in Peer-to-Peer Systems (Hot-P2P), 2009.
  • Ten weeks in the life of an eDonkey server (.pdf, .ps.gz)
    With Frédéric Aidouni and Matthieu Latapy
    Proceedings of the Sixth International Workshop on Hot Topics in Peer-to-Peer Systems (Hot-P2P), 2009.
  • A Radar for the Internet (.pdf, .ps.gz)
    With Matthieu Latapy and Frédéric Ouédraogo
    Proceedings of the 1st International Workshop on Analysis of Dynamic Networks (ADN' 08), in conjunction with IEEE ICDM 2008.
  • Evolving networks (.pdf, .ps.gz)
    With Pierre Borgnat, Eric Fleury, Jean-Loup Guillaume, Céline Robardet and Antoine Scherrer
    Proceedings of NATO Advanced Study Institute on Mining Massive Data Sets for Security, IOS Press, 2008.
  • Fast Computation of Empirically Tight Bounds for the Diameter of Massive Graphs (.pdf, .ps.gz)
    With Matthieu Latapy et Michel Habib
    ACM Journal of Experimental Algorithmics (JEA), 13, 2008.
  • Basic Notions for the Analysis of Large Two-mode Networks (.pdf, )
    With Matthieu Latapy et Nathalie Del Vecchio
    Social Networks 30 (1), p. 31-48, 2008.
  • Traceroute Anomalies: Detection and Prevention in Internet Graphs (.pdf, )
    With Brice Augustin, Xavier Cuvellier, Benjamin Orgogozo, Fabien Viger, Timur Friedman, Matthieu Latapy et Renata Teixeira
    Computer Networks, 52, p. 998-1018, 2008.
    Extended abstract published in the Proceedings of Internet Measurement Conference (IMC) 2006.
  • Complex Network Measurements: Estimating the Relevance of Observed Properties (.pdf, )
    With Matthieu Latapy
    Proceedings of IEEE INFOCOM 2008, 2008.
  • Dynamics of three-state excitable units on Poisson vs power-law random networks (.pdf, .ps.gz)
    With Anne-Ruxandra Carvunis, Matthieu Latapy, Annick Lesne and Laurent Pezard
    Physica A: Statistical Mechanics and its Applications 367: 595-612, 2006
  • Comparison of Failures and Attacks on Random and Scale-free Networks (.ps.gz)
    With Jean-Loup Guillaume and Matthieu Latapy
    Lecture Notes in Computer Science (LNCS), actes de la huitième International Conference On Principles Of Distributed Systems (OPODIS'04), 2004, Grenoble, France
  • Results and Conjectures about the Sandpile Identity on a Lattice (.ps.gz)
    With Arnaud Dartois
    Actes de la conférence internationale Discrete Models for Complex Systems (DMCS'03)
  • Sandpile Models and Lattices: A Comprehensive Survey (.ps.gz)
    With Eric Goles, Matthieu Latapy, Michel Morvan and Ha Duong Phan
    Theoretical Computer Science, 322 (2) : 383-407, août 2004
  • Lattices Induced by Chip Firing Games and Related Models (.ps.gz)
    Clémence Magnien
    Actes de la 14e conférence internationale Formal Power Series and Algebraic Combinatorics (FPSAC'02)
  • Classes of Lattices Induced by Chip Firing (and Sandpile) Dynamics (.ps.gz)
    Clémence Magnien
    European Journal of Combinatorics 24 (6) : 665-683, août 2003.
  • Coding Distributive Lattices with Edge Firing Games (.ps.gz)
    With Matthieu Latapy
    Information Processing Letters, 83(3) : 125-128, mai 2002
  • Characterisation of lattices induced by (extended) Chip Firing Games (.ps.gz)
    With Ha Duong Phan and Laurent Vuillon
    Published in the proceedings of DM-CCG 2001

Other

  • Thèse de doctorat (.ps.gz)
    Étude du modèle du tas de sable abélien : points de vue algorithmique et algébrique
  • Internet, Structure et Évolution : Traduction en français du livre Evolution and Structure of the Internet: A Statistical Physics Approach, par Romualdo Pastor-Satorras et Alessandro Vespignani
    Éditions Belin, septembre 2004
  • Des surprises dans les avalanches
    article de vulgarisation, Tangente (94), septembre-octobre 2003

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