Theme Data, Services, Intelligence


The works of the team 'Data, Services, Intelligence' of the laboratory LIMOS, aim at solving a problem given thanks to the searches in the stream of data and in the already made studies.

His purpose is to set up tools algorithmics to characterize groups and help companies clarify their data to solve a problem.

The developed tools also allow for example to manage the immense stream that is the sequencing DNA through the elaboration of systems managing and sorting out this stream


Analysis, Verification, Testing of applications, web services and business processes.

Our reserach work deals with the analysis of services, applications or business processes for optimising them, make them reliable or secure. The applications are described by means of onthologies or with models (formals or UML). Generally speaking, these models are used for optimising a given property, for checking whether a property holds or for generating test suites.

Last publications

Chafik Samir, Wen Huang - Jan. 1, 2021
Coordinate descent optimization for one-to-one correspondence and supervised classification of 3D shapes
Applied Mathematics and Computation

van Thu Nguyen, Philippe Riviere, Pierre Ripoll, Julien Barnier, Romain Vuillemot, Sarah Cohen-Boulakia, Philippe Ravaud, Isabelle Boutron, Covid Nma Consortium, Solaf Alawadhi, Sihem Amer-Yahia, Camila Ávila, Aïda Bafeta, Julia Baudry, Claudia Bollig, Hillary Bonnet, Marinette Bouet, Guillaume Cabanac, Anna Chaimani, David Chavalarias, Yaolong Chen, Astrid Chevance, Sarah Cohen-Boulakia, Emmanuel Coquery, Françoise Conil, Mauricia Davidson, Laura de Nale, Declan Devane, Elise Diard, Bastien Doreau, Theodoros Evrenoglou, Alice Fabri, Gilles Feron, Gabriel Ferrand, Leopold Fezeu, Mathilde Fouet, Lina Ghosn El Chall, Carolina Graña, Giacomo Grasselli, François Grolleau, Mohand-Said Hacid, Loubna Haddy, Camilla Hansen, Ameer Hohlfeld, Asbjørn Hróbjartsson, Chantal Julia, Dimitris Mavridis, Joerg Meerpohl, Brice Meyer, Nivantha Naidoo, Theodora Oikonomidi, Elizabeth Pienaar, Fiona Quirke, Gabriel Rada, Carolina Riveros, Marie Sauvant, Christine Schmucker, Farouk Toumani, David Tovey, Jun Xia, Xuan Yu, Emina Zoletic, Pierre Zweigenbaum - Jan. 1, 2021
Research response to coronavirus disease 2019 needed better coordination and collaboration: a living mapping of registered trials
Journal of Clinical Epidemiology

Radu Ciucanu, Pascal Lafourcade, Marius Lombard-Platet, Marta Soare - Dec. 29, 2020
Secure Outsourcing of Multi-Armed Bandits
19th IEEE International Conference on Trust, Security and Privacy in Computing and Communications (TrustCom 2020). Accepté, à paraître.

Radu Ciucanu, Anatole Delabrouille, Pascal Lafourcade, Marta Soare - Nov. 28, 2020
Secure Cumulative Reward Maximization in Linear Stochastic Bandits
International Conference on Provable and Practical Security (ProvSec)

Radu Ciucanu, Pascal Lafourcade - Nov. 2, 2020
Demonstration of GOOSE: A Secure Framework for Graph Outsourcing and SPARQL Evaluation
International Semantic Web Conference (ISWC) - Demo Track

A. Fradi, Y. Feunteunp, Chafik Samir, M. Baklouti, F. Bachoc, J-M Loubes - Oct. 1, 2020
Bayesian Regression and Classification Using Gaussian Process Priors Indexed by Probability Density Functions
Information Sciences

Nicolas Wagner, Violaine Antoine, Jonas Koko, Marie-Madeleine Mialon, Romain Lardy, Isabelle Veissier - Sept. 17, 2020
Comparison of Machine Learning Methods to Detect Anomalies in the Activity of Dairy Cows

Ousmane Issa, Angela Bonifati, Farouk Toumani - Sept. 9, 2020
A relational framework for inconsistency-aware query answering

Sabeur Aridhi, José Macedo, Engelbert Nguifo, Karine Zeitouni - Sept. 1, 2020
Special issue on “Advances on Large Evolving Graphs”
Future Generation Computer Systems

Julian Eduardo Plazas, Sandro Bimonte, Michel Schneider, Christophe de Vaulx, Juan Carlos Corrales - Aug. 17, 2020
Self-service Business Intelligence over On-Demand IoT Data: A New Design Methodology Based on Rapid Prototyping

All publications are here