MAGNIEN Clémence

Diretor de Pesquisa
Equipe : ComplexNetworks
Localização : Campus Pierre et Marie Curie

Sorbonne Université - LIP6

Tel: +33 1 44 27 87 92, Clemence.Magnien (at) nulllip6.fr
https://www-complexnetworks.lip6.fr/~magnien/

2 Doutorandos (Direção de pesquisa / Co-supervisão£o)

BOTTERMAN Hong-Lan : Opinion Dynamics and Political Conficts in the Media - a complex Network Perspective
POULAIN Rémy : Analyse et modélisation de l'impact des algorithmes sur le web

9 Doutores em PhD 2009 - 2018

Publicações 2006-2018

2018
- M. Ghanem, C. Magnien, F. Tarissan : “Centrality metrics in dynamic networks: a comparison study”, IEEE Transactions on Network Science and Engineering, (IEEE) (2018)
- T. Viard, C. Magnien, M. Latapy : “Enumerating maximal cliques in link streams with durations”, Information Processing Letters, vol. 133, pp. 44-48, (Elsevier) (2018)
- M. Latapy, T. Viard, C. Magnien : “Stream Graphs and Link Streams for the Modeling of Interactions over Time”, Social Networks Analysis and Mining, vol. 8 (1), pp. 61:1-61:29 (2018)
- M. Ghanem, C. Magnien, F. Tarissan : “Comparaison de mesures de centralité basées sur les plus courts chemins dans les réseaux dynamiques”, 18ème Conférence Internationale sur l'Extraction et la Gestion des Connaissances (EGC'18), EGC 2018, Saint-Denis, France (2018)
- T. Viard, R. Fournier‑S 'niehotta, C. Magnien, M. Latapy : “Discovering Patterns of Interest in IP Traffic Using Cliques in Bipartite Link Streams”, International Conference on Complex Networks (COMPLENET 2018), Complex Networks IX Proceedings of the 9^th Conference on Complex Networks CompleNet 2018, Boston, USA, pp. 233-241 (2018)
- M. Latapy, T. Viard, C. Magnien : “Flots de liens et stream graphs pour la modélisation des interactions temporelles”, ALGOTEL 2018 - 20èmes Rencontres Francophones sur les Aspects Algorithmiques des Télécommunications, Roscoff, France (2018)
- M. Ghanem, C. Magnien, F. Tarissan : “How to exploit structural properties of dynamic networks to detect nodes with high temporal closeness”, Cologne-Twente Workshop on Graphs and Combinatorial Optimization 2018 (CTW'18), Paris, France (2018)
2016
- T. Viard, M. Latapy, C. Magnien : “Computing maximal cliques in link streams”, Theoretical Computer Science, vol. 609 (Part 1), pp. 245-252, (Elsevier) (2016)
- N. Gaumont, C. Magnien, M. Latapy : “Finding remarkably dense sequences of contacts in link streams”, Social Network Analysis and Mining, vol. 6 (1), pp. 87, (Springer) (2016)
- Ch. Huyghues‑Despointes, B.‑M. Bui‑Xuan, C. Magnien : “Forte ∆-connexité dans les flots de liens”, ALGOTEL 2016 - 18èmes Rencontres Francophones sur les Aspects Algorithmiques des Télécommunications, Bayonne, France (2016)
2015
- T. Viard, M. Latapy, C. Magnien : “Calcul de cliques maximales dans les flots de liens”, 17èmes Rencontres Francophones sur les Aspects Algorithmiques des Télécommunications (AlgoTel 2015), Beaune, France (2015)
- N. Gaumont, F. Queyroi, C. Magnien, M. Latapy : “Expected Nodes: A Quality Function for the Detection of Link Communities”, 6^th Workshop on Complex Networks CompleNet 2015, vol. 597, Studies in Computational Intelligence, New-York, United States, pp. 57-64 (2015)
- T. Viard, M. Latapy, C. Magnien : “Revealing contact patterns among high-school students using maximal cliques in link streams”, First International Workshop on Dynamics in Networks (DyNo15) in conjunction with the 2015 IEEE/ACM International Conference ASONAM, Paris, France, pp. 1517-1522, (ACM) (2015)
- C. Magnien, F. Tarissan : “Time Evolution of the Importance of Nodes in dynamic Networks”, International Symposium on Foundations and Applications of Big Data Analytics (FAB), in conjunction with ASONAM, Paris, France (2015)
2014
- R. Fournier, Th. Cholez, M. Latapy, I. Chrisment, C. Magnien, O. Festor, I. Daniloff : “Comparing Pedophile Activity in Different P2P Systems”, Social Sciences Special Issue on Contemporary Developments in Child Protection, vol. 3 (3), pp. 314-325, (MDPI) (2014)
- M. Latapy, A. Hamzaoui, C. Magnien : “Detecting events in the dynamics of ego-centered measurements of the Internet topology”, Journal of Complex Networks, vol. 2 (1), pp. 38-59, (ISBN: 2051-1329) (2014)
2013
- O. Allali, L. Tabourier, C. Magnien, M. Latapy : “Internal links and pairs as a new tool for the analysis of bipartite complex networks”, Social Network Analysis and Mining, vol. 3 (1), pp. 85-91 (2013)
- O. Allali, C. Magnien, M. Latapy : “Internal links prediction: a new approach for predicting links in bipartite graphs”, Intelligent Data Analysis, vol. 7 (1), pp. 5-25, (ISBN: 1088-467X) (2013)
- M. Latapy, C. Magnien, R. Fournier : “Quantifying Paedophile Activity in a Large P2P System”, Information Processing and Management, vol. 49 (1), pp. 248-263, (ISBN: 0306-4573) (2013)
- C. Magnien, A. Medem Kuatse, S. Kirgizov, F. Tarissan : “Towards realistic modeling of IP-level routing topology dynamics”, Networking Science, vol. 3 (1-4), pp. 24-33, (ISBN: 2076-0310) (2013)
- S. Kirgizov, C. Magnien, F. Tarissan, A. Liu : “Studying the impact of measurement frequency on the IP-level routing topology dynamics”, Actes du Colloque sur le Traitement du Signal et des Images (GRETSI'13), Brest, France, pp. 1-4 (2013)
2012
- A. Medem Kuatse, C. Magnien, F. Tarissan : “Impact of power-law topology on IP-level routing dynamics: simulation results”, IEEE International Workshop on Network Science For Communication Networks (NetSciCom'12), Orlando, USA, pp. 220-225, (IEEE) (2012)
- S. Heymann, M. Latapy, C. Magnien : “Outskewer: Using Skewness to Spot Outliers in Samples and Time Series”, ASONAM 2012 - IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, Istanbul, Turkey, pp. 527-534, (IEEE) (2012)
- C. Magnien, A. Medem Kuatse, F. Tarissan : “Towards realistic modeling of IP-level routing topology dynamics”, 14èmes Rencontres Francophones sur les Aspects Algorithmiques des Télécommunications (AlgoTel), La Grande Motte, France, pp. 1-4 (2012)
2011
- M. Latapy, C. Magnien, F. Ouédraogo : “A Radar for the Internet”, Complex Systems, vol. 20 (1), pp. 23-30 (2011)
- C. Magnien, M. Latapy, J.‑L. Guillaume : “Impact of Random Failures and Attacks on Poisson and Power-Law Random Networks”, ACM Computing Surveys, vol. 43 (3), pp. 13, (ISBN: 0360-0300) (2011)
- F. Ouédraogo, C. Magnien : “Impact of Sources and Destinations on the Observed Properties of the Internet Topology”, Computer Communications, vol. 34 (5), pp. 670-679, (ISBN: 0140-3664) (2011)
- O. Allali, C. Magnien, M. Latapy : “Link prediction in bipartite graphs using internal links and weighted projection”, third International Workshop on Network Science for Communication Networks (Netscicom 2011), In Conjuction with IEEE Infocom 2011., Shanghai, China, pp. 936-941, (IEEE) (2011)
- M. Latapy, C. Magnien, R. Fournier : “Quantifying paedophile queries in a large P2P system”, IEEE International Conference on Computer Communications INFOCOM (Mini-Conference), Shanghai, China, pp. 401-405, (IEEE) (2011)
- L. Benamara, C. Magnien : “Removing bias due to finite measurement of dynamic systems: case study on P2P systems”, 13^es Rencontres Francophones sur les Aspects Algorithmiques de Télécommunications (AlgoTel), Cap Estérel, France (2011)
2010
- A. Hamzaoui, M. Latapy, C. Magnien : “Detecting Events in the Dynamics of Ego-centered Measurements of the Internet Topology”, WiOpt'10: Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks, Avignon, France, pp. 491-498, (IEEE) (2010)
- L. Benamara, C. Magnien : “Estimating properties in dynamic systems: the case of churn in P2P networks”, Third International Workshop on Network Science for Communication Networks (NetSciCom 2010), In Conjuction with IEEE Infocom 2010., San Diego, CA, USA, pp. 1-6, (IEEE) (2010)
- C. Magnien : “Intégrer mesure, métrologie et analyse pour l’étude des graphes de terrain dynamiques”, habilitação (livre docência), defesas 06/07/2010 (2010)
2009
- C. Magnien, M. Latapy, M. Habib : “Fast Computation of Empirically Tight Bounds for the Diameter of Massive Graphs”, ACM Journal of Experimental Algorithmics, vol. 13, pp. 10, (ISBN: 1084-6654) (2009)
- G. Valadon, C. Magnien, R. Wakikawa : “Mobile IPv6 Deployments: Graph-based Analysis and practical Guidelines”, Computer Communications, vol. 32 (17), pp. 1871-1880, (ISBN: 0140-3664) (2009)
- C. Magnien, F. Ouédraogo, G. Valadon, M. Latapy : “Fast dynamics in Internet topology: preliminary observations and explanations”, Fourth International Conference on Internet Monitoring and Protection (ICIMP 2009), Venice, Italy, pp. 137-142, (IEEE) (2009)
- O. Allali, M. Latapy, C. Magnien : “Measurement of eDonkey Activity with Distributed Honeypots”, Sixth International Workshop on Hot Topics in Peer-to-Peer Systems (Hot-P2P 2009),, Rome, Italy, pp. 1-8, (IEEE) (2009)
- F. Aidouni, M. Latapy, C. Magnien : “Ten weeks in the life of an eDonkey server”, Sixth International Workshop on Hot Topics in Peer-to-Peer Systems (Hot-P2P 2009), Rome, Italy, pp. 1-5, (IEEE) (2009)
2008
- M. Latapy, C. Magnien, N. Del Vecchio : “Basic Notions for the Analysis of Large Two-mode Networks”, Social Networks, vol. 30 (1), pp. 31-48 (2008)
- F. Viger, B. Augustin, X. Cuvellier, C. Magnien, M. Latapy, T. Friedman, R. Teixeira : “Detection, understanding, and prevention of traceroute measurement artifacts”, Computer Networks, vol. 52 (5), pp. 998-1018, (ISBN: 1389-1286) (2008)
- M. Latapy, C. Magnien, F. Ouédraogo : “A Radar for the Internet”, 1^st International Workshop on Analysis of Dynamic Networks, Pisa, Italy (2008)
- F. Ouédraogo, C. Magnien, M. Latapy : “A radar for the internet”, 10ème Rencontres Francophones sur les Aspects Algorithmiques des Télécommunications (AlgoTel'08), St-Malo, France (2008)
- F. Aidouni, M. Latapy, C. Magnien : “Capture à grande échelle de trafic eDonkey”, 10èmes Rencontres Francophones sur les Aspects Algorithmiques de Télécommunications, Saint-Malo, France (2008)
- M. Latapy, C. Magnien : “Complex Network Measurements: Estimating the Relevance of Observed Properties”, IEEE INFOCOM, Phoenix, USA, pp. 2333-2341, (IEEE) (2008)
- P. Borgnat, E. Fleury, J.‑L. Guillaume, C. Magnien, C. Robardet, A. Scherrer : “Evolving networks”, chapter in Mining Massive Data Sets for Security, vol. 19, F. Fogelman-Soulié, D. Perrotta, J. Piskorski, R. Steinberger (Eds.), Amsterdam, pp. 198-203, (IOS Press), (ISBN: 978-1-58603-898-4) (2008)
2007
- J. Augé, B. Augustin, M.‑O. Buob, X. Cuvellier, T. Friedman, M. Latapy, C. Magnien, B. Orgogozo, I. Ribeiro, R. Teixeira, D. Veitch, F. Viger : “Logiciel Paris Traceroute”, (2007)
2006
- B. Augustin, X. Cuvellier, B. Orgogozo, F. Viger, T. Friedman, M. Latapy, C. Magnien, R. Teixeira : “Avoiding traceroute anomalies with Paris traceroute”, IMC 2006 - 6^th ACM Internet Measurement Conference, Rio de Janeiro, Brazil, pp. 153-158, (ACM) (2006)