Project-Team Zenith
Members
Overall Objectives
Research Program
Application Domains
Software and Platforms
New Results
Bilateral Contracts and Grants with Industry
Partnerships and Cooperations
Dissemination
Bibliography
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Bibliography

Major publications by the team in recent years
  • 1P. Poncelet, F. Masseglia, M. Teisseire (editors)
    Data Mining Patterns: New Methods and Applications, Premier Reference Source, Idea Group, 2007, ISBN 978-1599041629.
    http://hal.inria.fr/lirmm-00365419/en
  • 2R. Akbarinia, F. Masseglia.
    Fast and Exact Mining of Probabilistic Data Streams, in: PKDD'2013: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Prague, Czech Republic, Lecture Notes in Computer Science, Springer, 2013, pp. 493-508. [ DOI : 10.1007/978-3-642-40988-2_32 ]
    http://hal.inria.fr/lirmm-00838618
  • 3R. Akbarinia, E. Pacitti, P. Valduriez.
    Best Position Algorithms for Efficient Top-k Query Processing, in: Information Systems, 2011, vol. 36, no 6, pp. 973-989.
    http://hal.inria.fr/lirmm-00607882/en
  • 4R. Akbarinia, P. Valduriez, G. Verger.
    Efficient Evaluation of SUM Queries Over Probabilistic Data, in: IEEE Transactions on Knowledge and Data Engineering, 2013, vol. 25, no 4, pp. 764-775.
    http://hal.inria.fr/lirmm-00652293
  • 5N. Ayat, R. Akbarinia, H. Afsarmanesh, P. Valduriez.
    Entity Resolution for Distributed Probabilistic Data, in: Distributed and Parallel Databases, 2013, vol. 31, no 4, pp. 509-542.
    http://hal.inria.fr/lirmm-00879631
  • 6M. El Dick, E. Pacitti, R. Akbarinia, B. Kemme.
    Building a Peer-to-Peer Content Distribution Network with High Performance, Scalability and Robustness, in: Information Systems, 2011, vol. 36, no 2, pp. 222-247.
    http://hal.inria.fr/lirmm-00607898/en
  • 7V. Gulisano, R. Jimenez-Peris, M. Patino-Martínez, C. Soriente, P. Valduriez.
    StreamCloud: An Elastic and Scalable Data Streaming System, in: IEEE Transactions on Parallel and Distributed Systems, December 2012, vol. 23, no 12, pp. 2351-2365. [ DOI : 10.1109/TPDS.2012.24 ]
    http://hal.inria.fr/lirmm-00748992
  • 8A. Joly, H. Goeau, P. Bonnet, V. Bakic, J. Barbe, S. Selmi, I. Yahiaoui, J. Carré, E. Mouysset, J.-F. Molino, N. Boujemaa, D. Barthélémy.
    Interactive plant identification based on social image data, in: Ecological Informatics, 2013. [ DOI : 10.1016/j.ecoinf.2013.07.006 ]
    http://www.sciencedirect.com/science/article/pii/S157495411300071X
  • 9P. Letessier, O. Buisson, A. Joly.
    Scalable Mining of Small Visual Objects, in: Proceedings of the 20th ACM International Conference on Multimedia, New York, NY, USA, MM '12, ACM, 2012, pp. 599–608.
    http://doi.acm.org/10.1145/2393347.2393431
  • 10E. Ogasawara, D. De Oliveira, P. Valduriez, D. Dias, F. Porto, M. Mattoso.
    An Algebraic Approach for Data-Centric Scientific Workflows, in: Proceedings of VLDB, 2011, vol. 4, no 11, pp. 1328-1339.
    http://hal.inria.fr/hal-00640431/en
  • 11E. Pacitti, R. Akbarinia, M. El Dick.
    P2P Techniques for Decentralized Applications, Morgan & Claypool Publishers, 2012, 104 p.
    http://hal.inria.fr/lirmm-00748635
  • 12E. Pacitti, P. Valduriez, M. Mattoso.
    Grid Data Management: Open Problems and New Issues, in: Journal of Grid Computing, 2007, vol. 5, no 3, pp. 273-281.
    http://hal.inria.fr/inria-00473481/en
  • 13J.-A. Quiané-Ruiz, P. Lamarre, P. Valduriez.
    A Self-Adaptable Query Allocation Framework for Distributed Information Systems, in: The VLDB Journal, 2009, vol. 18, no 3, pp. 649-674.
    http://hal.archives-ouvertes.fr/hal-00374999/fr/
  • 14C. Zhang, F. Masseglia, Y. Lechevallier.
    ABS: The Anti Bouncing Model for Usage Data Streams, in: IEEE Int. Conf. on Data Mining (ICDM), 2010, pp. 1169-1174.
  • 15T. M. Özsu, P. Valduriez.
    Principles of Distributed Database Systems, third edition, Springer, 2011, 845 p.
    http://hal.inria.fr/hal-00640392/en
Publications of the year

Doctoral Dissertations and Habilitation Theses

  • 16J. Dias.
    Exécution interactive pour expériences computationnelles à grande échelle, Universidade Federal de Rio de Janeiro, December 2013.
    http://hal.inria.fr/tel-00939266
  • 17P. Letessier.
    Découverte et exploitation d'objets visuels fréquents dans des collections multimédias, Telecom ParisTech, March 2013.
    http://hal.inria.fr/tel-00912992
  • 18M. Liroz-Gistau.
    Partitionnement dans les Systèmes de Gestion de Données Parallèles, Université Montpellier II - Sciences et Techniques du Languedoc, December 2013.
    http://hal.inria.fr/tel-00920615

Articles in International Peer-Reviewed Journals

  • 19R. Akbarinia, P. Valduriez, G. Verger.
    Efficient Evaluation of SUM Queries Over Probabilistic Data, in: IEEE Transactions on Knowledge and Data Engineering, 2013, vol. 25, no 4, pp. 764-775.
    http://hal.inria.fr/lirmm-00652293
  • 20N. Ayat, R. Akbarinia, H. Afsarmanesh, P. Valduriez.
    Entity Resolution for Distributed Probabilistic Data, in: Distributed and Parallel Databases, 2013, vol. 31, no 4, pp. 509-542.
    http://hal.inria.fr/lirmm-00879631
  • 21W. K. Dedzoe, P. Lamarre, R. Akbarinia, P. Valduriez.
    As-Soon-As-Possible Top-k Query Processing in P2P Systems, in: Transactions on Large-Scale Data- and Knowledge-Centered Systems (TLDKS), 2013, 28 p.
    http://hal.inria.fr/lirmm-00821929
  • 22A. Hamzaoui, P. Letessier, A. Joly, O. Buisson, N. Boujemaa.
    Object-based visual query suggestion, in: Journal of Multimedia Tools and Applications, January 2013, pp. 1-26. [ DOI : 10.1007/s11042-012-1340-5 ]
    http://hal.inria.fr/hal-00806635
  • 23A. Joly, H. Goëau, B. Pierre, B. Vera, B. Julien, S. Souheil, Y. Itheri, C. Jennifer, M. Elise, J.-F. Molino, B. Nozha, D. Barthélémy.
    Interactive plant identification based on social image data, in: Ecological Informatics, August 2013.
    http://hal.inria.fr/hal-00908872
  • 24M. Jorge Augusto, A. Eduardo Cunha De, S. Gerson, T. Yves Le, P. Valduriez.
    Stress Testing of Transactional Database Systems, in: Journal of Information and Data Management, 2013, vol. 4, no 3, pp. 279-294.
    http://hal.inria.fr/lirmm-00905200
  • 25M. Liroz-Gistau, R. Akbarinia, E. Pacitti, F. Porto, P. Valduriez.
    Dynamic Workload-Based Partitioning Algorithms for Continuously Growing Databases, in: Transactions on Large-Scale Data- and Knowledge-Centered Systems, 2014, 105 p.
    http://hal.inria.fr/lirmm-00906966
  • 26E. Ogasawara, D. Jonas, V. Silva, C. Fernando, O. Daniel De, F. Porto, M. Mattoso, P. Valduriez.
    Chiron: A Parallel Engine for Algebraic Scientific Workflows, in: Journal of Concurrency and Computation: Practice and Experience, 2013, vol. 25, no 16, pp. 2327-2341.
    http://hal.inria.fr/lirmm-00806557
  • 27K. Park, P. Valduriez.
    A Hierarchical Grid Index (HGI), spatial queries in wireless data broadcasting, in: Distributed and Parallel Databases, February 2013, vol. 31, no 3, pp. 413-446. [ DOI : 10.1007/s10619-013-7121-y ]
    http://hal.inria.fr/lirmm-00797095

International Conferences with Proceedings

  • 28R. Akbarinia, F. Masseglia.
    Fast and Exact Mining of Probabilistic Data Streams, in: PKDD'2013: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Prague, Czech Republic, Lecture Notes in Computer Science, Springer, 2013, pp. 493-508. [ DOI : 10.1007/978-3-642-40988-2_32 ]
    http://hal.inria.fr/lirmm-00838618
  • 29V. Bakic, S. Mouine, S. Ouertani-Litayem, A. Verroust-Blondet, I. Yahiaoui, H. Goëau, A. Joly.
    Inria's participation at ImageCLEF 2013 Plant Identification Task, in: CLEF (Online Working Notes/Labs/Workshop) 2013, Valencia, Spain, September 2013.
    http://hal.inria.fr/hal-00874330
  • 30C. Barbara, M. Henning, T. Bart, V. Mauricio, R. Paredes, D. Zellhofer, H. Goëau, A. Joly, B. Pierre, J. Martinez Gomez, I. Garcia Varea, M. Cazorla.
    Imageclef 2013: the vision, the data and the open challenges, in: CLEF 2013, Valencia, Spain, September 2013.
    http://hal.inria.fr/hal-00908881
  • 31E. Castanier, R. Coletta, P. Valduriez, C. Frisch.
    WebSmatch: a tool for Open Data, in: WOD'2013: International Workshop on Open Data, Paris, France, 2013.
    http://hal.inria.fr/lirmm-00858602
  • 32H. Goëau, P. Bonnet, A. Joly, V. Bakic, J. Barbe, S. Selmi, J. Carré, D. Barthélémy, N. Boujemaa, J.-F. Molino, G. Duché, A. Perronet.
    Pl@ntNet Mobile App, in: ACM Multimedia, Barcelone, Spain, ACM, October 2013, pp. 423-424. [ DOI : 10.1145/2502081.2502251 ]
    http://hal.inria.fr/hal-00908910
  • 33N. Hervé, M.-L. Viaud, J. Thievre, A. Saulnier, P. Letessier, J. Champ, O. Buisson, A. Joly.
    OTmedia: The French Transmedia News Observatory, in: ACM Multimedia, Barcelone, Spain, October 2013. [ DOI : 10.1145/2502081.2502260 ]
    http://hal.inria.fr/hal-00908925
  • 34A. Joly, H. Goëau, P. Bonnet, V. Bakic, J.-F. Molino, D. Barthélémy, N. Boujemaa.
    The Imageclef Plant Identification Task 2013, in: International workshop on Multimedia analysis for ecological data, Barcelone, Spain, October 2013.
    http://hal.inria.fr/hal-00908934
  • 35D. Jonas, E. Ogasawara, O. Daniel De, F. Porto, P. Valduriez, M. Mattoso.
    Algebraic Dataflows for Big Data Analysis, in: BigData'2013: International Conference on Big Data, Santa Clara, United States, IEEE, October 2013, 6 p.
    http://hal.inria.fr/lirmm-00857221
  • 36P. Letessier, N. Hervé, C. Julien, A. Joly, O. Buisson, A. Hamzaoui.
    Small objects query suggestion in a large web-image collection, in: ACM Multimedia, Barcelone, Spain, ACM, October 2013. [ DOI : 10.1145/2502081.2502248 ]
    http://hal.inria.fr/hal-00908891
  • 37M. Liroz-Gistau, R. Akbarinia, D. Agrawal, E. Pacitti, P. Valduriez.
    Data Partitioning for Minimizing Transferred Data in MapReduce, in: Globe'2013: 6th International Conference on Data Management in Cloud, Grid and P2P Systems, Prague, Czech Republic, A. Hameurlain, W. Rahayu, D. Taniar (editors), LNCS, Springer, August 2013, pp. 1-12. [ DOI : 10.1007/978-3-642-40053-7_1 ]
    http://hal.inria.fr/lirmm-00879527
  • 38T. Ruiming, S. Dongxu, S. Bressan, P. Valduriez.
    What you Pay for is What you Get, in: DEXA'2013: 24th International Conference on Database and Expert Systems Applications, Prague, Czech Republic, H. Decker, L. Lhotska, S. Link (editors), Springer, 2013, pp. 395-409.
    http://hal.inria.fr/lirmm-00831864
  • 39T. Ruiming, W. Huayu, B. Zhifeng, B. Stephane, P. Valduriez.
    The Price is Right: Models and Algorithms for Pricing Data, in: DEXA'2013: 24th International Conference on Database and Expert Systems Applications, Czech Republic, H. Decker, L. Lhotska, S. Link (editors), Springer, 2013, pp. 380-394.
    http://hal.inria.fr/lirmm-00831859
  • 40M. Servajean, E. Pacitti, S. Amer-Yahia, P. Neveu.
    Profile Diversity in Search and Recommendation, in: SRS 2013: 4th International Workshop on Social Recommender Systems (in conjunction WWW 2013), Rio de Janeiro, Brazil, I. Guy, L. Chen, M. X. Zhou (editors), IW3C2, May 2013, pp. 973-980, Paper Session: User Models - WWW'13 Companion (dl.acm.org/citation.cfm?id=2488094).
    http://hal.inria.fr/lirmm-00806676
  • 41E. Szekely, P. Poncelet, F. Masseglia, M. Teisseire, R. Cezar.
    A Density-Based Backward Approach to Isolate Rare Events in Large-Scale Applications, in: DS'13: Discovery Science, Singapore, Singapore, J. Fürnkranz, E. Hüllermeier, T. Higuchi (editors), Lecture Notes in Computer Science, Springer, October 2013, pp. 249-264. [ DOI : 10.1007/978-3-642-40897-7_17 ]
    http://hal.inria.fr/lirmm-00907893
  • 42C. Zhang, Y. Hao, M. Mazuran, C. Zaniolo, H. Mousavi, F. Masseglia.
    Mining frequent itemsets over tuple-evolving data streams, in: SAC'13: Symposium on Applied Computing, Coimbra, Portugal, March 2013, pp. 267-274.
    http://hal.inria.fr/lirmm-00830923

Conferences without Proceedings

  • 43M. Liroz-Gistau, R. Akbarinia, D. Agrawal, E. Pacitti, P. Valduriez.
    MR-Part : Minimizing Data Transfers Between Mappers and Reducers in MapReduce, in: BDA'2013 : 29èmes journées Bases de Données Avancées, Nantes, France, October 2013.
    http://hal.inria.fr/lirmm-00879531
  • 44M. Servajean, E. Pacitti, S. Amer-Yahia, P. Neveu.
    Profile Diversity for Phenotyping Data Search and Recommendation, in: BDA 2013 - 29e Journées Bases de Données Avancées, Nantes, France, October 2013, 20 p, Session: Applications innovantes.
    http://hal.inria.fr/lirmm-00879575

Scientific Books (or Scientific Book chapters)

  • 45M. Jawad, P. Serrano-Alvarado, P. Valduriez.
    Supporting Data Privacy in P2P Systems, in: Security and Privacy Preserving in Social Networks, R. Chbeir, B. A. Bouna (editors), Springer, August 2013, 50 p.
    http://hal.inria.fr/hal-00807625

Internal Reports

  • 46P. Letessier, O. Buisson, A. Joly.
    Scalable Mining of Small Visual Objects (with new experiments), December 2013.
    http://hal.inria.fr/hal-00912560
  • 47A. Rousseau, A. Darnaud, B. Goglin, C. Acharian, C. Leininger, C. Godin, C. Holik, C. Kirchner, D. Rives, E. Darquie, E. Kerrien, F. Neyret, F. Masseglia, F. Dufour, G. Berry, G. Dowek, H. Robak, H. Xypas, I. Illina, I. Gnaedig, J. Jongwane, J. Ehrel, L. Viennot, L. Guion, L. Calderan, L. Kovacic, M. Collin, M.-A. Enard, M.-H. Comte, M. Quinson, M. Olivi, M. Giraud, M. Dorémus, M. Ogouchi, M. Droin, N. Lacaux, N. Rougier, N. Roussel, P. Guitton, P. Peterlongo, R.-M. Cornus, S. Vandermeersch, S. Maheo, S. Lefebvre, S. Boldo, T. Viéville, V. Poirel, A. Chabreuil, A. Fischer, C. Farge, C. Vadel, I. Astic, J.-P. Dumont, L. Féjoz, P. Rambert, P. Paradinas, S. De Quatrebarbes, S. Laurent.
    Médiation Scientifique : une facette de nos métiers de la recherche, March 2013, 34 p.
    http://hal.inria.fr/hal-00804915
  • 48M. Servajean, E. Pacitti, S. Amer-Yahia, A. El Abbadi, P. Neveu.
    Profile Diversity for P2P Search and Recommendation, June 2013.
    http://hal.inria.fr/lirmm-00829308
  • 49M. Servajean, E. Pacitti, S. Amer-Yahia, P. Neveu.
    Profile Diversity in Search and Recommendation, February 2013.
    http://hal.inria.fr/lirmm-00794814
  • 50E. Szekely, P. Poncelet, F. Masseglia, M. Teisseire, R. Cezar.
    Isolating rare events in large-scale applications using a backward approach, January 2013.
    http://hal.inria.fr/lirmm-00798074

Patents

  • 51S. Bringay, R. Cezar, D. Ienco, A. Mas, F. Masseglia, P. Poncelet, P. Pudlo, M. Teisseire, J.-P. Vendrell, E. Szekely.
    Process for identifying rare events, 2013.
    http://hal.inria.fr/lirmm-00913008

Other Publications


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