Project-Team Zenith
Members
Overall Objectives
Research Program
Application Domains
New 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

Articles in International Peer-Reviewed Journals

  • 18A. Aboulnaga, B. C. Ooi, P. Valduriez.
    Special section on data-intensive cloud infrastructure, in: VLDB Journal, September 2014, 1 p, Guest editorial. [ DOI : 10.1007/s00778-014-0371-0 ]
    http://hal-lirmm.ccsd.cnrs.fr/lirmm-01073589
  • 19A. Bonifati, G. Summa, E. Pacitti, F. Draidi.
    Query Reformulation in PDMS Based on Social Relevance, in: Transactions on Large-Scale Data and Knowledge-Centered Systems, March 2014, vol. LNCS, pp. 59-90. [ DOI : 10.1007/978-3-642-54426-2_3 ]
    http://hal-lirmm.ccsd.cnrs.fr/lirmm-01088153
  • 20J. Dias, G. Guerra, F. Rochinha, A. Coutinho, P. Valduriez, M. Mattoso.
    Data-Centric Iteration in Dynamic Workflows, in: Future Generation Computer Systems - The International Journal of Grid Computing and eScience, October 2014, forthcoming. [ DOI : 10.1016/j.future.2014.10.021 ]
    http://hal-lirmm.ccsd.cnrs.fr/lirmm-01073638
  • 21A. Hamzaoui, P. Letessier, A. Joly, O. Buisson, N. Boujemaa.
    Object-based visual query suggestion, in: Journal of Multimedia Tools and Applications, January 2014, vol. 68, no 2, pp. 429-454. [ DOI : 10.1007/s11042-012-1340-5 ]
    https://hal.inria.fr/hal-00806635
  • 22A. Joly, H. Goëau, P. Bonnet, V. Bacik, 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, September 2014, 14 p.
    https://hal.inria.fr/hal-00908872
  • 23M. 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-lirmm.ccsd.cnrs.fr/lirmm-00906966
  • 24A. Naser, R. Akbarinia, H. Afsarmanesh, P. Valduriez.
    Entity Resolution for Probabilistic Data, in: Information Sciences, 2014, vol. 277, pp. 492-511. [ DOI : 10.1016/j.ins.2014.02.135 ]
    http://hal-lirmm.ccsd.cnrs.fr/lirmm-01076096
  • 25M. Servajean, R. Akbarinia, E. Pacitti, S. Amer-Yahia.
    Profile Diversity for Query Processing using User Recommendations, in: Information Systems, March 2015, vol. 48, pp. 44-63. [ DOI : 10.1016/j.is.2014.09.001 ]
    http://hal-lirmm.ccsd.cnrs.fr/lirmm-01079523
  • 26J. Starlinger, B. Brancotte, S. Cohen-Boulakia, U. Leser.
    Similarity Search for Scientific Workflows, in: Proceedings of the VLDB Endowment (PVLDB), September 2014, 12 p.
    https://hal.inria.fr/hal-01066046
  • 27W. Wang, T. Guyet, R. Quiniou, M.-O. Cordier, F. Masseglia, X. Zhang.
    Autonomic Intrusion Detection: Adaptively Detecting Anomalies over Unlabeled Audit Data Streams in Computer Networks, in: Knowledge-Based Systems, November 2014.
    https://hal.inria.fr/hal-01052810
  • 28C. Zhang, F. Masseglia, Y. Lechevallier.
    The anti-bouncing data stream model for web usage streams with intralinkings, in: Information Sciences, September 2014, vol. 278, pp. 757-772. [ DOI : 10.1016/j.ins.2014.03.089 ]
    http://hal-lirmm.ccsd.cnrs.fr/lirmm-01091868

International Conferences with Proceedings

  • 29J. Champ, A. Joly, B. Pierre.
    Fine-grained Visual Faceted Search, in: ACM MM 14, Orlando, United States, November 2014. [ DOI : 10.1145/2647868.2654875 ]
    https://hal.inria.fr/hal-01088822
  • 30V. P. Freire, J. A. F. De Macêdo, F. Porto, R. Akbarinia.
    NACluster: A Non-Supervised Clustering Algorithm for Matching Multi Catalogues, in: IEEE e-Science Workshop, Guarujá, SP, Brazil, October 2014.
    http://hal-lirmm.ccsd.cnrs.fr/lirmm-01076107
  • 31H. Goëau, H. Glotin, W.-P. Vellinga, R. Planqué, A. Rauber, A. Joly.
    LifeCLEF Bird Identification Task 2014, in: CLEF2014, Sheffield, UK, September 2014.
    https://hal.inria.fr/hal-01088829
  • 32H. Goëau, B. Pierre, A. Joly, A. Affouard, V. Bakic, J. Barbe, S. Dufour-Kowalski, S. Selmi, Y. Itheri, C. Vignau, D. Barthélémy, N. Boujemaa.
    Pl@ntNet Mobile 2014: Android port and new features, in: ICMR 2014 International Conference on Multimedia Retrieval, Glasgow, UK, April 2014. [ DOI : 10.1145/2578726.2582618 ]
    https://hal.inria.fr/hal-01088819
  • 33S. Ibrahim, D. Moise, H.-E. Chihoub, A. Carpen-Amarie, L. Bougé, G. Antoniu.
    Towards Efficient Power Management in MapReduce: Investigation of CPU-Frequencies Scaling on Power Efficiency in Hadoop , in: Workshop on Adaptive Resource Management and Scheduling for Cloud Computing, Held in conjunction with PODC 2014, Paris, France, July 2014.
    https://hal.inria.fr/hal-01077285
  • 34A. Joly, J. Champ, O. Buisson.
    Instance-based bird species identication with undiscriminant features pruning - LifeCLEF 2014, in: CLEF2014, Sheffield, United Kingdom, September 2014.
    https://hal.inria.fr/hal-01088798
  • 35A. Joly, H. Goëau, H. Glotin, C. Spampinato, P. Bonnet, W.-P. Vellinga, R. Planque, A. Rauber, B. Fisher, H. Müller.
    Lifeclef 2014: multimedia life species identification challenges, in: 5th International Conference of the CLEF Initiative, CLEF 2014, Sheffield, UK, September 2014. [ DOI : 10.1007/978-3-319-11382-1_20 ]
    https://hal.inria.fr/hal-01075770
  • 36A. Joly, R. Planque, C. Spampinato, H. Müller, H. Goëau, A. Rauber, B. Pierre, W.-P. Vellinga, R. B. Fisher, H. Glotin.
    LifeCLEF: Multimedia Life Species Identification, in: EMR - 1st International Workshop on Environnmental Multimedia Retrieval co-located with ACM International Conference on Multimedia Retrieval (ICMR), Glasgow, United Kingdom, April 2014.
    https://hal.inria.fr/hal-01088812
  • 37V. Leveau, A. Joly, O. Buisson, P. Letessier, P. Valduriez.
    Recognizing Thousands of Legal Entities through Instance-based Visual Classification, in: ACM MM 14, Orlando, FL, United States, November 2014. [ DOI : 10.1145/2647868.2655038 ]
    https://hal.inria.fr/hal-01077508
  • 38J. Liu, E. Pacitti, P. Valduriez, V. Silva Souza, M. Mattoso.
    Scientific Workflow Partitioning in Multi-site Clouds, in: BigDataCloud'2014: 3rd Workshop on Big Data Management in Clouds in conjunction with Euro-Par 2014, Porto, Portugal, L. Lopes (editor), LNCS, Springer, August 2014, vol. 8805, pp. 105-116.
    http://hal-lirmm.ccsd.cnrs.fr/lirmm-01073613
  • 39M. Servajean, E. Pacitti, M. Liroz-Gistau, S. Amer-Yahia, A. El Abbadi.
    Exploiting Diversification in Gossip-Based Recommendation, in: Globe'2014: 7th International Conference, Munich, Germany, Data Management in Cloud, Grid and P2P Systems, September 2014, vol. LNCS, no 8648, pp. 25-36. [ DOI : 10.1007/978-3-319-10067-8_3 ]
    http://hal-lirmm.ccsd.cnrs.fr/lirmm-01088730
  • 40J. Starlinger, S. Cohen-Boulakia, S. Khanna, S. Davidson, U. Leser.
    Layer Decomposition: An Effective Structure-based Approach for Scientific Workflow Similarity, in: IEEE e-Science conference, Guarujá, Brazil, October 2014.
    https://hal.inria.fr/hal-01066076

Conferences without Proceedings

  • 41R. Akbarinia, F. Masseglia.
    Compression de flux de données probabilistes attentive à l'agrégation, in: BDA'2014 : Gestion de Données – Principes, Technologies et Applications, Autrans, France, October 2014.
    http://hal-lirmm.ccsd.cnrs.fr/lirmm-01091870

Scientific Books (or Scientific Book chapters)

  • 42H. Goëau, A. Joly, P. Bonnet, S. Selmi, J.-F. Molino, D. Barthélémy, N. Boujemaa.
    LifeCLEF Plant Identification Task 2014, in: Working Notes for CLEF 2014 Conference, Sheffield, UK, September 15-18, 2014, L. Cappellato, N. Ferro, M. Halvey, W. Kraaij (editors), CEUR Workshop Proceedings, CEUR-WS, 2014, pp. 598-615.
    https://hal.archives-ouvertes.fr/halsde-01064599
  • 43H. Goëau, A. Joly, I. Yahiaoui, V. Bakic, A. Verroust-Blondet, P. Bonnet, D. Barthélémy, N. Boujemaa, J.-F. Molino.
    PlantNet Participation at LifeCLEF2014 Plant Identification Task, in: Working Notes for CLEF 2014 Conference, Sheffield, UK, September 15-18, 2014, L. Cappellato, N. Ferro, M. Halvey, W. Kraaij (editors), CEUR Workshop Proceedings, CEUR-WS, 2014, pp. 724-737.
    https://hal.archives-ouvertes.fr/halsde-01064569
  • 44T. M. Özsu, P. Valduriez.
    Distributed and Parallel Database Systems, in: Computing Handbook, Third Edition: Information Systems and Information Technology, H. Topi, A. Tucker (editors), CRC Press, 2014, vol. 13, pp. 1-24.
    http://hal-lirmm.ccsd.cnrs.fr/lirmm-01073058

Books or Proceedings Editing

  • 45S. Vrochidis, K. D. Karatzas, A. Karppinen, A. Joly (editors)
    Proceedings of the 1st International Workshop on Environnmental Multimedia Retrieval co-located with ACM International Conference on Multimedia Retrieval, April 2014.
    https://hal.inria.fr/hal-01088825

Internal Reports

Other Publications

  • 47E. Castanier, C. Jonquet, S. Melzi, P. Larmande, M. Ruiz, P. Valduriez.
    Semantic Annotation Workflow using Bio-Ontologies, March 2014, 01 p, Workshop on Crop Ontology and Phenotyping Data Interoperability.
    http://hal-lirmm.ccsd.cnrs.fr/lirmm-01052546
  • 48S. Dufour-Kowalski, M. Chouet, A. Affouard, J.-P. Milcent, G. Duché, B. Liens, P. Bonnet, T. Le Bourgeois, A. Joly, H. Goëau, D. Barthélémy, J.-F. Molino.
    DataManager, un système novateur de gestion et d’échange de données botaniques distribuées, September 2014, Quels botanistes pour le 21e siècle ? Métiers, enjeux, opportunités.
    https://hal-sde.archives-ouvertes.fr/hal-01074648
  • 49M. Servajean, E. Pacitti, M. Liroz-Gistau, A. Joly, J. Champ.
    Plateforme de Recommandation Distribuée et Diversifiée pour les Sciences Citoyennes, October 2014, Gestion de Données – Principes, Technologies et Applications (BDA).
    http://hal-lirmm.ccsd.cnrs.fr/lirmm-01088733
  • 50A. Venkatesan, P. Larmande, C. Jonquet, M. Ruiz, P. Valduriez.
    Facilitating efficient knowledge management and discovery in the Agronomic Sciences, September 2014, 1 p, RDA'2014: 4th Plenary Meeting of the Research Data Alliance.
    http://hal-lirmm.ccsd.cnrs.fr/lirmm-01071822

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