Nombre de documents

67

CV de Céline Robardet


Article dans une revue20 documents

  • Mehdi Kaytoue, Marc Plantevit, Albrecht Zimmermann, Anes Bendimerad, Céline Robardet. Exceptional contextual subgraph mining. Machine Learning, Springer Verlag, 2017, <10.1007/s10994-016-5598-0>. <hal-01488732v2>
  • Marc Plantevit, Céline Robardet, Vasile-Marian Scuturici. Graph Dependency Construction Based on Interval-based Event Dependencies Detection in Data Streams. Intelligent Data Analysis, IOS Press, 2016, 20(2), pp.223--256. <10.3233/IDA-160803>. <hal-01130544>
  • Ronan Hamon, Pierre Borgnat, Patrick Flandrin, Céline Robardet. Extraction of Temporal Network Structures from Graph-based Signals. IEEE transactions on Signal and Information Processing over Networks, IEEE, 2016, 2 (2), pp.215-226. <10.1109/TSIPN.2016.2530562>. <hal-01330184>
  • Mehdi Kaytoue, Yoann Pitarch, Marc Plantevit, Céline Robardet. What effects topological changes in dynamic graphs?: Elucidating relationships between vertex attributes and the graph structure. Social Network Analysis and Mining, Springer, 2015, 5 (55), <http://link.springer.com/article/10.1007%2Fs13278-015-0294-9>. <10.1007/s13278-015-0294-9>. <hal-01221698>
  • Marie Vogel, Ronan Hamon, Guillaume Lozenguez, Luc Merchez, Patrice Abry, et al.. From bicycle sharing system movements to users: a typology of Vélo’v cyclists in Lyon based on large-scale behavioural dataset. Journal of Transport Geography, 2014, 41, pp.280-291. <10.1016/j.jtrangeo.2014.07.005>. <hal-01313177>
  • Adriana Bechara Prado, Marc Plantevit, Céline Robardet, Jean-François Boulicaut. Mining Graph Topological Patterns: Finding Co-variations among Vertex Descriptors. IEEE Transactions on Knowledge and Data Engineering, Institute of Electrical and Electronics Engineers, 2013, 9, 25, pp.2090-2104. <10.1109/TKDE.2012.154>. <hal-01351727>
  • Dino Ienco, Céline Robardet, Ruggero Pensa, Rosa Meo. Parameter-less co-clustering for star-structured heterogeneous data. Data Mining and Knowledge Discovery, Springer Verlag, 2013, 26 (2), pp.217-254. <10.1007/s10618-012-0248-z>. <hal-00794744>
  • Hendrik Blockeel, Toon Calders, Elisa Fromont, Bart Goethals, Adriana Prado, et al.. An Inductive Database System Based on Virtual Mining Views. Data Mining and Knowledge Discovery, Springer Verlag, 2012, 24 (1), pp.265-287. <10.1007/s10618-011-0229-7>. <hal-00599315v2>
  • Sebastian Grauwin, Guillaume Beslon, Eric Fleury, Sara Franceschelli, Céline Robardet, et al.. Complex Systems Science: Dreams of Universality, Reality of Interdisciplinarity. Journal of the American Society for Information Science and Technology, Association for Information Science and Technology (ASIS&T), 2012, pp.10.1002/asi.22644. <10.1002/asi.22644>. <hal-00706567>
  • Pierre Borgnat, Céline Robardet, Jean-Baptiste Rouquier, Patrice Abry, Eric Fleury, et al.. Shared Bicycles in a City: A Signal Processing and Data Analysis Perspective. Advances in Complex Systems, World Scientific, 2011, 14 (3), pp.415-438. <10.1142/S0219525911002950>. <ensl-00490325v3>
  • Pablo Jensen, Jean-Baptiste Rouquier, Nicolas Ovtracht, Céline Robardet. Characterizing the speed and paths of shared bicycle use in Lyon. Transportation research part D: Transport and Environment, 2010, 8, 15, pp.522-524. <10.1016/j.trd.2010.07.002 >. <hal-01381547>
  • Eric Fleury, Céline Robardet. Communities detection and the analysis of their dynamics in collaborative networks. International Journal of Web Based Communities, Inderscience, 2009, <10.1504/IJWBC.2009.023965>. <inria-00397373>
  • Loïc Cerf, Jeremy Besson, Céline Robardet, Jean-François Boulicaut. Closed patterns meet n-ary relations. ACM Transactions on Knowledge Discovery from Data (TKDD), ACM, 2009, 3 (1). <hal-01499247>
  • Antoine Scherrer, Pierre Borgnat, Eric Fleury, Jean-Loup Guillaume, Céline Robardet. Description and simulation of dynamic mobility networks. Computer Networks, Elsevier, 2008, 52 (15), pp.2842-2858. <10.1016/j.comnet.2008.06.007>. <inria-00327254>
  • Johan Leyritz, Stéphane Schicklin, Sylvain Blachon, Céline Keime, Céline Robardet, et al.. SQUAT: A web tool to mine human, murine and avian SAGE data.. BMC Bioinformatics, BioMed Central, 2008, 9, pp.378. <10.1186/1471-2105-9-378>. <hal-00425133>
  • Jérémy Besson, Céline Robardet, Jean-François Boulicaut. Un algorithme générique d'extraction de bi-ensembles sous contraintes dans des données booléennes. Revue Information Interaction Intelligence, 2007, HS 2007, pp.141-160. <hal-01501481>
  • Sylvain Blachon, Ruggero G Pensa, Jérémy Besson, Céline Robardet, Jean-François Boulicaut, et al.. Clustering formal concepts to discover biologically relevant knowledge from gene expression data.. In Silico Biology, IOS Press, 2007, 7 (4-5), pp.467-83. <hal-00294025>
  • H. Soula, C. Robardet, F. Perrin, S. Gripon, G. Beslon, et al.. Modeling the mergence of multi-protein dynamic structures by principles of self-organization through the use of 3DSpi, a Multi-Agent-based Software.. BMC Bioinformatics, BioMed Central, 2005, pp.228. <hal-00124089>
  • Hédi Soula, Céline Robardet, Fran\c Cois Perrin, Sébastien Gripon, Guillaume Beslon, et al.. Modeling the emergence of multi-protein dynamic structures by principles of self-organization through the use of 3DSpi, a multi-agent-based software. BMC Bioinformatics, BioMed Central, 2005, 6, pp.228. <10.1186/1471-2105-6-228>. <hal-00759509>
  • S. Blachon, C. Robardet, Boulicaut J.F., O. Gandrillon. Extraction de connaissances dans les données d'expression SAGE humaines.. Informatique pour l'analyse du transcriptome. Hermes Sciences, 2004, pp.traité IC2. <hal-00124102>

Chapitre d'ouvrage6 documents

  • Pierre Borgnat, Céline Robardet, Patrice Abry, Patrick Flandrin, Jean-Baptiste Rouquier, et al.. A Dynamical Network View of Lyon's Vélo'v Shared Bicycle System. A. Mukherjee, M. Choudhury, F. Peruani, N. Ganguly, B. Mitra Dynamics On and Of Complex Networks, Volume 2: Applications to Time-Varying Dynamical Systems , springer, pp.267-284, 2013. <hal-01339131>
  • Céline Robardet. Data Mining Techniques for Communities' Detection in Dynamic Social Networks. Ben Kei Daniel. Handbook of Research on Methods and Techniques for Studying Virtual Communities: Paradigms and Phenomena, IGI Global, pp.88-102, 2011, <10.4018/978-1-60960-040-2.ch005>. <hal-01354398>
  • Hendrik Blockeel, Toon Calders, Elisa Fromont, Bart Goethals, Adriana Prado, et al.. Inductive Querying with Virtual Mining Views. Džeroski, Sašo; Goethals, Bart; Panov, Panče (Eds.). Inductive Databases and Constraint-Based Data Mining, Springer, pp.265-288, 2010. <hal-00531170>
  • Hendrik Blockeel, Toon Calders, Elisa Fromont, Bart Goethals, Adriana Prado, et al.. A Practical Comparative Study Of Data Mining Query Languages. Džeroski, Sašo; Goethals, Bart; Panov, Panče (Eds.). Inductive Databases and Constraint-Based Data Mining, Springer, pp.59-78, 2010. <hal-00531167>
  • Ruggero Pensa, Céline Robardet, Jean-François Boulicaut. Constraint-driven Co-Clustering of 0/1 Data. S. Basu et al. Constrained Clustering: Advances in Algorithms, Chapman & Hall/CRC Press, pp.123-148, 2008. <hal-01501910>
  • Pierre Borgnat, Eric Fleury, Jean-Loup Guillaume, Clémence Magnien, Céline Robardet, et al.. Evolving networks. Mining 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>. <hal-01301647>

Communication dans un congrès34 documents

  • Anes Bendimerad, Marc Plantevit, Céline Robardet. Unsupervised Exceptional Attributed Sub-graph Mining in Urban Data. Francesco Bonchi, Josep Domingo-Ferrer, Ricardo Baeza-Yates, Zhi-Hua Zhou, Xindong Wu. IEEE International Conference on Data Mining (ICDM 2016), Dec 2016, Barcelone, Spain. IEEE International Conference on Data Mining, 2016, <http://icdm2016.eurecat.org/>. <hal-01430622>
  • Aimene Belfodil, Mehdi Kaytoue, Céline Robardet, Marc Plantevit, Julien Zarka. Une méthode de découverte de motifs contextualisés dans les traces de mobilité d'une personne. 16ème Journées Francophones Extraction et Gestion des Connaissances, Jan 2016, Reims, France. 16ème Journées Francophones Extraction et Gestion des Connaissances, E-10, pp.63-68, 2016, 16ème Journées Francophones Extraction et Gestion des Connaissances. <hal-01265204>
  • Quentin Labernia, Victor Codocedo, Mehdi Kaytoue, Céline Robardet. Découverte de labels dupliqués par l'exploration du treillis des classifieurs binaires. 16 ème journées Francophones Extraction et Gestion des Connaissances, Jan 2016, Reims, France. Hermann-Editions, 16 ème journées Francophones Extraction et Gestion des Connaissances, E-30, pp.255--266, 2016. <hal-01265202>
  • Guillaume Bosc, Jérôme Golebiowski, Moustafa Bensafi, Céline Robardet, Marc Plantevit, et al.. Local subgroup discovery for eliciting and understanding new structure-odor relationships. Calders, Toon and Ceci, Michelangelo and Malerba, Donato. Discovery Science: 19th International Conference, DS 2016, Oct 2016, Bari, Italy. Springer International Publishing, Discovery Science: 19th International Conference, DS 2016, pp.19-34, 2016, Discovery Science: 19th International Conference, DS 2016, Bari, Italy, October 19--21, 2016, Proceedings. <http://ds2016.di.uniba.it>. <10.1007/978-3-319-46307-0_2>. <hal-01346660>
  • Ronan Hamon, Pierre Borgnat, Cédric Févotte, Patrick Flandrin, Céline Robardet. Factorisation de réseaux temporels : étude des rythmes hebdomadaires du système Vélo'v. Colloque GRETSI 2015, Sep 2015, Lyon, France. <hal-01199256>
  • Albrecht Zimmermann, Mehdi Kaytoue, Marc Plantevit, Céline Robardet, Jean-François Boulicaut. Profiling users of the Vélo 'v bike sharing system. 2nd International Workshop on Mining Urban Data (MUD), Jul 2015, Lille, France. 2015, Proceedings of the 2nd International Workshop on Mining Urban Data co-located with 32nd International Conference on Machine Learning (ICML 2015), Lille, France, July 11th, 2015. <hal-01193017>
  • Houdyer Pierre, Albrecht Zimmermann, Mehdi Kaytoue, Marc Plantevit, Joseph Mitchell, et al.. Gazouille: Detecting and Illustrating Local Events from Geolocalized Social Media Streams. European Conference on Machine Learning and Knowledge Discovery in Databases (ECML PKDD 2015) (DEMO), 2015, Porto, Portugal. <10.1007/978-3-319-23461-8_29>. <hal-01193030>
  • Mehdi Kaytoue, Yoann Pitarch, Marc Plantevit, Céline Robardet. Triggering Patterns of Topology Changes in Dynamic Graphs. Xindong Wu, Martin Ester, Guandong Xu. The 2014 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, Aug 2014, Beijing, China, China. IEEE/ACM, pp.55:1--55:17, 2014, <10.1007/s13278-015-0294-9>. <hal-01301075>
  • Elise Desmier, Marc Plantevit, Céline Robardet, Jean-François Boulicaut. Granularity of co-Evolution Patterns in Dynamic Attributed Graphs. The Thirteenth International Symposium on Intelligent Data Analysis IDA 2014, Oct 2014, Leuven, Belgium. Springer, pp.84-95, 2014. <hal-01301086>
  • Vasile-Marian Scuturici, Marc Plantevit, Céline Robardet. Dependency Detection in Interval-based Event Streams. 3rd Workshop on New Frontiers in Mining Complex Patterns (NFMCP 2014), in conjunction with ECML-PKDD 2014, Sep 2014, Nancy, France. pp.74-86, 2014. <hal-01313185>
  • Ronan Hamon, Pierre Borgnat, Patrick Flandrin, Céline Robardet. Nonnegative matrix factorization to find features in temporal networks. 2014 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), May 2014, Florence, Italy. pp.SPTM-P4.1, 2014. <ensl-00989760>
  • Céline Robardet, Vasile-Marian Scuturici, Marc Plantevit, Antoine Fraboulet. When TEDDY meets GrizzLY: Temporal Dependency Discovery for Triggering Road Deicing Operations (Demo). ACM. KDD, Aug 2013, Chicago, IL, United States. pp.1490-1493 2013, <10.1145/2487575.2487706>. <hal-01339189>
  • Elise Desmier, Marc Plantevit, Céline Robardet, Jean-François Boulicaut. Trend Mining in Dynamic Attributed Graphs. Hendrik Blockeel, Kristian Kersting, Siegfried Nijssen, Filip Zelezný. Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2013, Sep 2013, Prague, Czech Republic. Springer, pp.654-669, 2013, <10.1007/978-3-642-40988-2_42>. <hal-01339225>
  • Ronan Hamon, Pierre Borgnat, Patrick Flandrin, Céline Robardet. Transformation de graphes dynamiques en signaux non stationnaires. Colloque GRETSI 2013, Sep 2013, Brest, France. pp.251, 2013. <ensl-00875085>
  • Ronan Hamon, Pierre Borgnat, Patrick Flandrin, Céline Robardet. Tracking of a dynamic graph using a signal theory approach : application to the study of a bike sharing system. ECCS'13, Sep 2013, Barcelone, Spain. pp.101, 2013. <ensl-00875089>
  • Ronan Hamon, Pierre Borgnat, Patrick Flandrin, Céline Robardet. Networks as Signals, with an Application to Bike Sharing System. GlobalSIP 2013, Dec 2013, Austin, United States. pp.IPN.PB.8, 2013. <ensl-00875187>
  • Adriana Bechara Prado, Marc Plantevit, Céline Robardet, Jean-François Boulicaut. Extraction de co-variations entre des propriétés de sommets et leur position topologique dans un graphe attribué.. Yves Lechevallier, Guy Melançon, Bruno Pinaud. Actes Extraction et Gestion de Connaissances EGC'12, Jan 2012, Bordeaux, France. pp.267-278, 2012. <hal-01352957>
  • Elise Desmier, Marc Plantevit, Céline Robardet, Jean-François Boulicaut. Cohesive Co-Evolution Patterns in Dynamic Attributed Graphs. Jean-Gabriel Ganascia, Philippe Lenca, Jean-Marc Petit. Discovery Science - 15th International Conference (DS 2012), Oct 2012, Lyon France. Springer, pp.110-124, 2012, <10.1007/978-3-642-33492-4_11>. <hal-01353051>
  • Luc Merchez, G. Michau, Céline Robardet, Pablo Jensen, Patrice Abry, et al.. Peut-on attraper les utilisateurs de Vélo'v au Lasso ?. XXIIe Colooque GRETSI. Traitement du Signal et des Images, 2011, Bordeaux, France. XXIIe Colooque GRETSI. Traitement du Signal et des Images, 2011, XXIIe Colooque GRETSI. Traitement du Signal et des Images. <halshs-01314675>
  • Pierre Borgnat, Eric Fleury, Jean-Loup Guillaume, Céline Robardet. Characteristics of the Dynamic of Mobile Networks. 4th International Conference on Bio-Inspired Models of Network, Information, and Computing Systems, Dec 2009, Avignon, France. Springer, 39, pp.130-139, 2010, Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering. <10.1007/978-3-642-12808-0_13>. <ensl-00475969>
  • Pierre Borgnat, Eric Fleury, Céline Robardet, Antoine Scherrer. Spatial analysis of dynamic movements of Vélo'v, Lyon's shared bicycle program. ECCS'09, Sep 2009, Warwick, United Kingdom. Complex Systems Society, 2009. <ensl-00408150>
  • Elisa Fromont, Adriana Prado, Céline Robardet. Constraint-based Subspace Clustering. SIAM International Conference on Data Mining, Apr 2009, Sparks, Nevada, United States. pp.26-37, 2009. <hal-00362829>
  • Boris Cule, Bart Goethals, Céline Robardet. A new constraint for mining sets in sequences. Proc. SIAM Int. Conf. on Data Mining SDM'09, Apr 2009, Sparks, Nevada, United States. SIAM, pp.317-328, 2009, <10.1137/1.9781611972795.28>. <hal-01437649>
  • Céline Robardet. Constraint-based Pattern Mining in Dynamic Graphs. Sanjay Ranka, Philip S.Yu. IEEE International Conference on Data Mining, Dec 2009, Miami, Floride, United States. IEEE, pp.950-955, 2009, <10.1109/ICDM.2009.99>. <hal-01437815>
  • Antoine Scherrer, Pierre Borgnat, Eric Fleury, Jean-Loup Guillaume, Céline Robardet. A Methodology to Identify Characteristics of the Dynamic of Mobile Networks. ACM ASIAN INTERNET ENGINEERING CONFERENCE (AINTEC), Nov 2008, Bangkok, Thailand. 2008. <inria-00397374>
  • Eric Fleury, Antoine Scherrer, Pierre Borgnat, Jean-Loup Guillaume, Céline Robardet. Description and simulation of dynamic mobility networks. Dynamics on and of Complex Networks – II, Sep 2008, Jerusalem, Israel. 2008. <inria-00397375>
  • Jean-François Boulicaut, F. Calevro, H. Charles, J.M. Fayard, G. Febvay, et al.. Transcriptomique. Journée INSA de Lyon "BioIngénierie / Sciences et Ingénierie du Vivant", 2008, Villeurbanne (France), juillet 2008, France. pp.1-1, 2008. <hal-00391255>
  • Loïc Cerf, Jérémy Besson, Céline Robardet, Jean-François Boulicaut. Data-Peeler: Constraint-based Closed Pattern Mining in n-ary Relations. SIAM International Conference on Data Mining SDM'08, Apr 2008, Atlanta, United States. pp.37-48, 2008. <hal-01500635>
  • Hendrik Blockeel, Toon Calders, Elisa Fromont, Bart Goethals, Adriana Prado, et al.. An inductive database prototype based on virtual mining views. SIGKDD international conference on Knowledge discovery and data mining, Aug 2008, Las Vegas, United States. pp.1061-1064, 2008, <10.1145/1401890.1402019>. <hal-00372017>
  • Manel Ben Jdidia, Céline Robardet, Eric Fleury. Communities detection and analysis of their dynamics in collaborative networks. Dynamic Virtual Communities: From Connectivity to Information Society, 2007, Lyon, France. 2007. <inria-00398813>
  • Eric Fleury, Jean-Loup Guillaume, Céline Robardet, Antoine Scherrer. Analysis of Dynamic Sensor Networks: Power Law Then What?. Second International Conference on COMmunication Systems softWAre and middlewaRE (COMSWARE 2007), 2007, Bangalore, India. 2007. <inria-00398809>
  • Eric Fleury, Jean-Loup Guillaume, Céline Robardet, Antoine Scherrer. Loi de puissance et caractérisation des réseaux dynamiques. 9ème Rencontres Francophones sur les Aspects Algorithmiques des Télécommunications, May 2007, Ile d'Oléron, France. pp.17-20, 2007. <inria-00176964>
  • François Rioult, C. Robardet, Sylvain Blachon, Bruno Crémilleux, Olivier Gandrillon, et al.. Mining concepts from large SAGE gene expression matrices. International Workshop on Knowledge Discovery in Inductive Databases (KDID'03) co-located with ECML/PKDD'03, 2003, Catvat-Dubrovnik, Croatia. pp.107-108, 2003. <hal-00324820>
  • C. Robardet, Bruno Crémilleux, J.-F. Boulicaut. Characterization of unsupervised clusters with the simplest association rules: application for child's meningitis. proceedings of the Seventh Int. workshop Intelligent Data Analysis in Medicine and Pharmacology (IDAMAP 02) co-located with ECAI 02, 2002, France. pp.61-66, 2002. <hal-00324768>

Rapport2 documents

  • Ronan Hamon, Pierre Borgnat, Patrick Flandrin, Céline Robardet. Discovering the structure of complex networks: Implementation and Complexity of the heuristic MACH. [Technical Report] Laboratoire de Physique, CNRS 5672; LIRIS UMR CNRS 5205. 2015. <ensl-01160737>
  • Ronan Hamon, Céline Robardet, Pierre Borgnat, Patrick Flandrin. Relabeling nodes according to the structure of the graph. 2013. <ensl-00878041>

Poster2 documents

  • Julien Salotti, Marc Plantevit, Céline Robardet, Jean-François Boulicaut. Supporting the Discovery of Relevant Topological Patterns in Attributed Graphs. Jilles Vreeken, Charles Ling, Mohammed Javeed Zaki, Arno Siebes Jeffrey Xu Yu, Bart Goethals, Geoffrey I. Webb, Xindong Wu. Demo Session of the IEEE International Conference on Data Mining (IEEE ICDM 12), Dec 2012, Brussels, Belgium. IEEE Computer Society, pp.898-901, 2012, <10.1109/ICDMW.2012.38>. <hal-01353106>
  • Loïc Cerf, Jérémy Besson, Céline Robardet, Jean-François Boulicaut. Constrained-Based Closed Pattern Mining in n-ary Relations. SML - Spring Workshop on Mining and Learning 2008, May 2008, Traben-Trarbach, Germany. pp.1-1, 2008. <hal-01501377>

Pré-publication, Document de travail2 documents

  • Céline Robardet. Constraint-based pattern mining approaches for the analysis of relational attributed dynamic graphs. 6412; H. 2013. <hal-01478974>
  • Pablo Jensen, Jean-Baptiste Rouquier, Nicolas Ovtracht, Céline Robardet. Characterizing the speed and paths of shared bicycles in Lyon. 2010. <hal-00541307>

Direction d'ouvrage, Proceedings1 document

  • Niall Adams, Céline Robardet, Arno Siebes, Jean-François Boulicaut. Advances in Intelligent Data Analysis VIII. 8th International Symposium on Intelligent Data Analysis IDA'09, Lyon, France, Springer, pp.430, 2009. <hal-01437754>