Publications of the CLEAR Project (01/2017-03/2022)

2022

• On the Optimization of Iterative Programming with Distributed Data Collections [HAL, PDF, Abstract]

  Sarah Chlyah, Nils Gesbert, Pierre Genevès, Nabil Layaïda
  2022

2021

• Distributed Evaluation of Graph Queries using Recursive Relational Algebra [HAL, PDF, Abstract]

  Sarah Chlyah, Pierre Genevès, Nabil Layaïda
  2021

• Compression Boosts Differentially Private Federated Learning [HAL, PDF, Abstract]

  Raouf Kerkouche, Gergely Ács, Claude Castelluccia, Pierre Genevès
  EuroS&P 2021 - 6th IEEE European Symposium on Security and Privacy, Sep 2021, Vienna, Austria. pp.1-15, 10.1109/EuroSP51992.2021.00029

• Constrained Differentially Private Federated Learning for Low-bandwidth Devices [HAL, PDF, Abstract]

  Raouf Kerkouche, Gergely Ács, Claude Castelluccia, Pierre Genevès
  UAI 2021 - 37th Conference on Uncertainty in Artificial Intelligence, Jul 2021, Online, United States. pp.1-18

• Privacy-Preserving and Bandwidth-Efficient Federated Learning: An Application to In-Hospital Mortality Prediction [HAL, PDF, Abstract]

  Raouf Kerkouche, Gergely Acs, Claude Castelluccia, Pierre Genevès
  CHIL 2021 - ACM Conference on Health, Inference, and Learning, Apr 2021, virtual event, France. pp.1-11, 10.1145/3450439.3451859

2020

• A Cost Estimation Technique for Recursive Relational Algebra [HAL, PDF, Abstract]

  Muideen Lawal, Pierre Genevès, Nabil Layaïda
  CIKM 2020 - 29th ACM International Conference on Information and Knowledge Management, Oct 2020, Virtual Event, France. pp.1-4, 10.1145/3340531.3417460

• On the Optimization of Recursive Relational Queries: Application to Graph Queries [HAL, PDF, Abstract]

  Louis Jachiet, Pierre Genevès, Nils Gesbert, Nabil Layaïda
  SIGMOD 2020 - ACM International Conference on Management of Data, Jun 2020, Portland, United States. pp.1-23, 10.1145/3318464.3380567

• Backward Type Inference for XML Queries [HAL, PDF, Abstract]

  Hyeonseung Im, Pierre Genevès, Nils Gesbert, Nabil Layaïda
  Theoretical Computer Science, Elsevier, 2020, Theoretical Computer Science, 823, pp.69 - 99. 10.1016/j.tcs.2020.03.020

2018

• A Multi-Criteria Experimental Ranking of Distributed SPARQL Evaluators [HAL, PDF, Abstract]

  Damien Graux, Louis Jachiet, Pierre Genevès, Nabil Layaïda
  Big Data 2018 - IEEE International Conference on Big Data, Dec 2018, Seattle, United States. pp.1-10

• Scalable and Interpretable Predictive Models for Electronic Health Records [HAL, PDF, Abstract]

  Amela Fejza, Pierre Genevès, Nabil Layaïda, Jean-Luc Bosson
  DSAA 2018 - 5th IEEE International Conference on Data Science and Advanced Analytics, Oct 2018, Turin, Italy. pp.1-10

• Selectivity Estimation for SPARQL Triple Patterns with Shape Expressions [HAL, PDF, Abstract]

  Abdullah Abbas, Pierre Genevès, Cécile Roisin, Nabil Layaïda
  ICWE'18 - 18th International Conference on Web Engineering, Jun 2018, Cáceres, Spain. pp.195-209, 10.1007/978-3-319-91662-0_15

• SPARQL Query Containment under Schema [HAL, PDF, Abstract]

  Melisachew Chekol, Jérôme Euzenat, Pierre Genevès, Nabil Layaïda
  Journal on Data Semantics, Springer, 2018, 7 (3), pp.133-154. 10.1007/s13740-018-0087-1

• Scalable Machine Learning for Predicting At-Risk Profiles Upon Hospital Admission [HAL, PDF, Abstract]

  Pierre Genevès, Thomas Calmant, Nabil Layaïda, Marion Lepelley, Svetlana Artemova, Jean-Luc Bosson
  Big Data Research, Elsevier, 2018, 12, pp.23-34. 10.1016/j.bdr.2018.02.004

2017

• Extending the SPARQL Algebra for the optimization of Property Paths [HAL, PDF, Abstract]

  Louis Jachiet, Pierre Genevès, Nabil Layaïda, Nils Gesbert
  BDA 2017 - 33ème conférence sur la « Gestion de Données , Nov 2017, Nancy, France. pp.1-2

• Une classification expérimentale multi-critère des évaluateurs SPARQL répartis [HAL, PDF, Abstract]

  Damien Graux, Louis Jachiet, Pierre Genevès, Nabil Layaïda
  BDA 2017 - 33ème conférence sur la « Gestion de Données — Principes, Technologies et Applications » , Nov 2017, Nancy, France. pp.1-2

• Optimising SPARQL Query Evaluation in the Presence of ShEx Constraints [HAL, PDF, Abstract]

  Abdullah Abbas, Pierre Genevès, Cécile Roisin, Nabil Layaïda
  BDA 2017 - 33ème conférence sur la « Gestion de Données — Principes, Technologies et Applications », Nov 2017, Nancy, France. pp.1-12

• The SPARQLGX System for Distributed Evaluation of SPARQL Queries [HAL, PDF, Abstract]

  Damien Graux, Louis Jachiet, Pierre Genevès, Nabil Layaïda
  2017

• SPARQL Query Containment with ShEx Constraints [HAL, PDF, Abstract]

  Abdullah Abbas, Pierre Genevès, Cécile Roisin, Nabil Layaïda
  ADBIS 2017 - 21st European Conference on Advances in Databases and Information Systems , Sep 2017, Nicosia, Cyprus

• SPARUB: SPARQL UPDATE Benchmark [HAL, PDF, Abstract]

  Damien Graux, Pierre Genevès, Nabil Layaïda
  2017

• Optimizing SPARQL query evaluation with a worst-case cardinality estimation based on statistics on the data [HAL, PDF, Abstract]

  Louis Jachiet, Pierre Genevès, Nabil Layaïda
  2017

• HAP: Building Pipelines with Heterogeneous Data and Hive [HAL, PDF, Abstract]

  Damien Graux, Pierre Genevès, Nabil Layaïda
  2017