Bibliography

Major publications by the team in recent years

1R. 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
2R. Akbarinia, P. Valduriez, G. Verger.

Efficient Evaluation of SUM Queries Over Probabilistic Data, in: IEEE Transactions on Knowledge and Data Engineering, 2013, vol. 25, n^o 4, pp. 764-775.

http://hal.inria.fr/lirmm-00652293
3T. Allard, G. Hébrail, F. Masseglia, E. Pacitti.

Chiaroscuro: Transparency and Privacy for Massive Personal Time-Series Clustering, in: 34th International ACM Conference on Management of Data (ACM SIGMOD), Melbourne, Australia, A. SIGMOD (editor), May 2015. [ DOI : 10.1145/2723372.2749453 ]

https://hal.inria.fr/hal-01136686
4N. Ayat, R. Akbarinia, H. Afsarmanesh, P. Valduriez.

Entity Resolution for Distributed Probabilistic Data, in: Distributed and Parallel Databases, 2013, vol. 31, n^o 4, pp. 509-542.

http://hal.inria.fr/lirmm-00879631
5A. 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
6B. Kolev, P. Valduriez, C. Bondiombouy, R. Jimenez-Peris, R. Pau, J. O. Pereira.

CloudMdsQL: Querying Heterogeneous Cloud Data Stores with a Common Language, in: Distributed and Parallel Databases, 2015, 41 p, To appear.

http://hal-lirmm.ccsd.cnrs.fr/lirmm-01184016
7P. 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
8E. 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, n^o 11, pp. 1328-1339.

http://hal.inria.fr/hal-00640431/en
9E. Pacitti, R. Akbarinia, M. El Dick.

P2P Techniques for Decentralized Applications, Morgan & Claypool Publishers, 2012, 104 p.

http://hal.inria.fr/lirmm-00748635
10S. Salah, R. Akbarinia, F. Masseglia.

Fast Parallel Mining of Maximally Informative k-Itemsets in Big Data, in: IEEE International Conference on Data Mining (ICDM), Atlantic city, United States, August 2015.

http://hal-lirmm.ccsd.cnrs.fr/lirmm-01187275
11T. 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

12S. Cohen-Boulakia.

Data Integration in the Life Sciences: Scientific Workflows, Provenance, and Ranking, Université Paris-Sud, June 2015, Habilitation à diriger des recherches.

https://hal.archives-ouvertes.fr/tel-01245229
13A. Joly.

Large-scale Content-based Visual Information Retrieval, Université de Montpellier, May 2015, Habilitation à diriger des recherches.

https://hal.inria.fr/hal-01182797

Articles in International Peer-Reviewed Journals

14M. R. BOUADJENEK, H. Hacid, M. Bouzeghoub.

Social Networks and Information Retrieval, How Are They Converging? A Survey, a Taxonomy and an Analysis of Social Information Retrieval Approaches and Platforms, in: Information Systems, March 2016, vol. 56, pp. 1-18. [ DOI : 10.1016/j.is.2015.07.008 ]

http://hal-lirmm.ccsd.cnrs.fr/lirmm-01174843
15P. Bonnet, A. Joly, H. Goëau, J. Champ, C. Vignau, J.-F. Molino, D. Barthélémy, N. Boujemaa.

Plant identification: Man vs. Machine, in: Multimedia Tools and Applications, June 2015, 19 p. [ DOI : 10.1007/s11042-015-2607-4 ]

https://hal.inria.fr/hal-01182778
16B. Brancotte, B. Yang, G. Blin, S. Cohen-Boulakia, A. Denise, S. Hamel.

Rank aggregation with ties: Experiments and Analysis, in: Proceedings of the VLDB Endowment (PVLDB), August 2015, 12 p.

https://hal.archives-ouvertes.fr/hal-01165336
17J. Dias, G. Guerra, F. Rochinha, A. Coutinho, P. Valduriez, M. Mattoso.

Data-Centric Iteration in Dynamic Workflows, in: Future Generation Computer Systems, 2015, vol. 46, pp. 114-126. [ DOI : 10.1016/j.future.2014.10.021 ]

http://hal-lirmm.ccsd.cnrs.fr/lirmm-01073638
18A. Joly, P. Bonnet, H. Goëau, J. Barbe, S. Selmi, J. Champ, S. Dufour-Kowalski, A. Affouard, J. Carré, J.-F. Molino, N. Boujemaa, D. Barthélémy.

A look inside the Pl@ntNet experience, in: Multimedia Systems, 2015, 16 p. [ DOI : 10.1007/s00530-015-0462-9 ]

https://hal.inria.fr/hal-01182775
19B. Kolev, P. Valduriez, C. Bondiombouy, R. Jimenez-Peris, R. Pau, J. O. Pereira.

CloudMdsQL: Querying Heterogeneous Cloud Data Stores with a Common Language, in: Distributed and Parallel Databases, 2015, pp. 1-41, forthcoming. [ DOI : 10.1007/s10619-015-7185-y ]

http://hal-lirmm.ccsd.cnrs.fr/lirmm-01184016
20M. Liroz-Gistau, R. Akbarinia, P. Valduriez.

FP-Hadoop: Efficient Execution of Parallel Jobs Over Skewed Data, in: Proceedings of the VLDB Endowment (PVLDB), 2015, vol. 8, n^o 12, pp. 1856-1867.

http://hal-lirmm.ccsd.cnrs.fr/lirmm-01162362
21J. Liu, E. Pacitti, P. Valduriez, M. Mattoso.

A Survey of Data-Intensive Scientific Workflow Management, in: The Journal of Grid Computing, 2015, vol. 13, 44 p. [ DOI : 10.1007/s10723-015-9329-8 ]

http://hal-lirmm.ccsd.cnrs.fr/lirmm-01144760
22M. 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
23M. Servajean, E. Pacitti, M. Liroz-Gistau, S. Amer-Yahia, A. El Abbadi.

Increasing Coverage in Distributed Search and Recommendation with Profile Diversity, in: Transactions on Large-Scale Data- and Knowledge-Centered Systems, August 2015, vol. LNCS, forthcoming.

http://hal-lirmm.ccsd.cnrs.fr/lirmm-01177817
24V. Silva Souza, O. Daniel De, P. Valduriez, M. Mattoso.

Analyzing Related Raw Data Files through Dataflows, in: Concurrency and Computation: Practice and Experience, 2015, 16 p, forthcoming.

http://hal-lirmm.ccsd.cnrs.fr/lirmm-01181231
25J. Starlinger, S. Cohen-Boulakia, S. Khanna, S. Davidson, U. Leser.

Effective and Efficient Similarity Search in Scientific Workflow Repositories, in: Future Generation Computer Systems, September 2015, 79 p. [ DOI : 10.1016/j.future.2015.06.012 ]

https://hal.archives-ouvertes.fr/hal-01170597

Articles in National Peer-Reviewed Journals

26S. Cohen-Boulakia, P. Valduriez.

Querying and Managing bioinformatic data for molecular biology, in: Les Techniques de l'Ingenieur, June 2015, 30 p.

https://hal.inria.fr/hal-01160897

Invited Conferences

27P. Valduriez.

Data-intensive HPC: opportunities and challenges, in: BDEC'2015: Big Data and Extreme-scale Computing, Barcelone, Spain, Barcelona Supercomputing Center, January 2015.

http://hal-lirmm.ccsd.cnrs.fr/lirmm-01184018

International Conferences with Proceedings

28R. Akbarinia, M. Liroz-Gistau, D. Agrawal, P. Valduriez.

An Efficient Solution for Processing Skewed MapReduce Jobs, in: Globe'2015: 8th International Conference on Data Management in Cloud, Grid and P2P Systems, Valencia, Spain, September 2015.

http://hal-lirmm.ccsd.cnrs.fr/lirmm-01162359
29R. Akbarinia, F. Masseglia.

Aggregation-Aware Compression of Probabilistic Streaming Time Series, in: MLDM'2015: International Conference on Machine Learning and Data Mining, Hamburg, Germany, July 2015.

http://hal-lirmm.ccsd.cnrs.fr/lirmm-01162366
30T. Allard, G. Hébrail, F. Masseglia, E. Pacitti.

Chiaroscuro: Transparency and Privacy for Massive Personal Time-Series Clustering, in: SIGMOD: Conference on Management of Data, Melbourne, Australia, A. SIGMOD (editor), May 2015. [ DOI : 10.1145/2723372.2749453 ]

https://hal.inria.fr/hal-01136686
31C. Bondiombouy.

Query Processing in Cloud Multistore Systems, in: BDA'2015 : Gestion de données – principes, technologies et applications, Île de Porquerolles, France, September 2015, forthcoming.

http://hal-lirmm.ccsd.cnrs.fr/lirmm-01181253
32C. Bondiombouy, B. Kolev, O. Levchenko, P. Valduriez.

Integrating Big Data and Relational Data with a Functional SQL-like Query Language, in: DEXA’2015: 26th International Conference on Database and Expert Systems Applications, Valencia, Spain, Q. Chen, A. Hameurlain, F. Toumani, R. Wagner, H. Decker (editors), September 2015.

http://hal-lirmm.ccsd.cnrs.fr/lirmm-01181242
33J. Champ, T. Lorieul, M. Servajean, A. Joly.

A comparative study of fine-grained classification methods in the context of the LifeCLEF plant identification challenge 2015, in: CLEF 2015, Toulouse, France, CEUR-WS (editor), September 2015, vol. 1391.

https://hal.inria.fr/hal-01182788
34M. Golestan Far, S. Sanner, M. Reda Bouadjenek, G. Ferraro, D. Hawking.

On Term Selection Techniques for Patent Prior Art Search, in: SIGIR'15: 38th International Conference on Research and Development in Information Retrieval, Santiago, Chile, ACM, August 2015. [ DOI : 10.1145/2766462.2767801 ]

http://hal-lirmm.ccsd.cnrs.fr/lirmm-01163055
35H. Goëau, P. Bonnet, A. Joly.

LifeCLEF Plant Identification Task 2015, in: CLEF 2015, Toulouse, France, CEUR-WS (editor), September 2015, vol. 1391.

https://hal.inria.fr/hal-01182795
36H. Goëau, H. Glotin, W.-P. Vellinga, R. Planqué, A. Rauber, A. Joly.

LifeCLEF Bird Identification Task 2015, in: CLEF 2015, Toulouse, France, CEUR-WS (editor), September 2015, vol. 1391.

https://hal.inria.fr/hal-01182796
37A. Joly, H. Goëau, H. Glotin, C. Spampinato, P. Bonnet, W.-P. Vellinga, R. Planqué, A. Rauber, S. Palazzo, B. Fisher, H. Müller.

LifeCLEF 2015: Multimedia Life Species Identification Challenges, in: CLEF 2015, Toulouse, France, September 2015.

https://hal.inria.fr/hal-01182782
38A. Joly, V. Leveau, J. Champ, O. Buisson.

Shared nearest neighbors match kernel for bird songs identification -LifeCLEF 2015 challenge, in: CLEF 2015, Toulouse, France, CEUR-WS (editor), September 2015, vol. 1391.

https://hal.inria.fr/hal-01182784
39P. Letessier, N. Hervé, A. Joly, H. Nabi, M. Derval, O. Buisson.

DigInPix: Visual Named-Entities Identification in Images and Videos, in: 5th ACM on International Conference on Multimedia Retrieval - ICMR '15, Shanghai, China, ACM, June 2015, pp. 661-664. [ DOI : 10.1145/2671188.2749369 ]

https://hal.inria.fr/hal-01182780
40V. Leveau, A. Joly, O. Buisson, P. Valduriez.

Kernelizing Spatially Consistent Visual Matches for Fine-Grained Classification, in: International Conference on Multimedia Retrieval 2015, Shangai, China, June 2015.

https://hal.inria.fr/hal-01145988
41H. Lustosa, F. Porto, R. Costa, P. Blanco, P. Valduriez.

Managing Simulation Data with Multidimensional Arrays, in: SBBD'2015: Simpósio Brasileiro de Banco de Dados, Petropolis, Brazil, Laboratrio Nacional de Computao Cientfica (LNCC) and Centro Federal de Educao Tecnolgica Celso Suckow da Fonseca (CEFET-RJ), Brazil, October 2015, 7 p.

http://hal-lirmm.ccsd.cnrs.fr/lirmm-01184265
42C. Pradal, C. Fournier, P. Valduriez, S. Cohen-Boulakia.

OpenAlea: Scientific Workflows Combining Data Analysis and Simulation, in: SSDBM 2015: 27th International Conference on Scientific and Statistical Database Management, San Diego, United States, June 2015. [ DOI : 10.1145/2791347.2791365 ]

https://hal.archives-ouvertes.fr/hal-01166298
43M. Reda Bouadjenek, S. Sanner, G. Ferraro.

A Study of Query Reformulation for Patent Prior Art Search with Partial Patent Applications, in: ICAIL'2015: 15th International Conference on Artificial Intelligence and Law, San Diego, United States, June 2015.

http://hal-lirmm.ccsd.cnrs.fr/lirmm-01134828
44S. Salah, R. Akbarinia, F. Masseglia.

Data Partitioning for Fast Mining of Frequent Itemsets in Massively Distributed Environments, in: DEXA'2015: 26th International Conference on Database and Expert Systems Applications, Valencia, Spain, September 2015.

http://hal-lirmm.ccsd.cnrs.fr/lirmm-01169603
45S. Salah, R. Akbarinia, F. Masseglia.

Fast Parallel Mining of Maximally Informative k-Itemsets in Big Data, in: IEEE International Conference on Data Mining, Atlantic city, United States, August 2015.

http://hal-lirmm.ccsd.cnrs.fr/lirmm-01187275
46S. Salah, R. Akbarinia, F. Masseglia.

Optimizing the Data-Process Relationship for Fast Mining of Frequent Itemsets in MapReduce, in: MLDM'2015: International Conference on Machine Learning and Data Mining, Hamburg, Germany, LNCS, July 2015, vol. 9166, pp. 217-231. [ DOI : 10.1007/978-3-319-21024-7_15 ]

http://hal-lirmm.ccsd.cnrs.fr/lirmm-01171555
47A. Venkatesan, N. E. Hassouni, F. Phillipe, C. Pommier, H. Quesneville, M. Ruiz, P. Larmande.

Towards efficient data integration and knowledge management in the Agronomic domain, in: APIA'15: premiere Conference Applications Pratiques de l'Intelligence Artificielle, Rennes, France, July 2015.

https://hal.archives-ouvertes.fr/hal-01176903
48M. Zitouni, R. Akbarinia, S. B. Yahia, F. Masseglia.

A Prime Number Based Approach for Closed Frequent Itemset Mining in Big Data, in: DEXA'2015: 26th International Conference on Database and Expert Systems Applications, Valencia, Spain, September 2015.

http://hal-lirmm.ccsd.cnrs.fr/lirmm-01169606

National Conferences with Proceedings

49C. Jonquet, E. Dzalé-Yeumo, E. Arnaud, P. Larmande.

AgroPortal : a proposition for ontology-based services in the agronomic domain, in: IN-OVIVE'15: 3ème atelier INtégration de sources/masses de données hétérogènes et Ontologies, dans le domaine des sciences du VIVant et de l’Environnement, Rennes, France, June 2015.

http://hal-lirmm.ccsd.cnrs.fr/lirmm-01172232

Conferences without Proceedings

50M. Duflot, M. Quinson, F. Masseglia, D. Roy, J. Vaubourg, T. Viéville.

When sharing computer science with everyone also helps avoiding digital prejudices, in: Scratch2015AMS, Amsterdam, Netherlands, August 2015.

https://hal.inria.fr/hal-01154767

Scientific Popularization

51T. Vieville, S. Boldo, F. Masseglia, P. Bernhard.

« Structures : organisation, complexité, dynamique » des mot-clés au sens inattendu, April 2015, Article de vulgarisation sur pixees.fr.

https://hal.inria.fr/hal-01238442

Other Publications

52B. Brancotte, B. Rance, A. Denise, S. Cohen-Boulakia.

Interrogation de bases de données biologiques publiques par reformulation de requêtes et classement des résultats avec ConQuR-Bio, July 2015, JOBIM (Journées Ouvertes Biologie Informatique Mathématiques), Poster.

https://hal.archives-ouvertes.fr/hal-01167840

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