Theme Data, Services, Intelligence


The Data, Services, Intelligence (DSI) team includes specialists in mathematics and computer science who investigate different topics, all related to data:


Big Data Analytics


Machine learning, Knowledge extraction, Data quality


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

Julien Baderot, Ali Hallal, Martin Jacob, Vincent Barra, Arnaud Guillin, Sergio Martinez, Johann Foucher - Feb. 26, 2023
A generic deep-learning based defect segmentation model for electron micrographs for automatic defect inspection
SPIE Advanced Lithography

Mohamed-Harith Ibrahim, Stéphane Lecoeuche, Jacques Boonaert, Mireille Batton-Hubert - Feb. 22, 2023
Multi-Objective Deep Q-Networks for Domestic Hot Water Systems Control
15th International Conference on Agents and Artificial Intelligence

Amal El Kaid, Karim Baïna, Jamal Baina, Vincent Barra - Feb. 19, 2023
Real-world case study of a deep learning enhanced Elderly Person Fall Video-Detection System

Khairi Abidi, Wissem Inoubli, Engelbert Mephu Nguifo - Feb. 15, 2023

Antonios Ntroumpogiannis, Michail Giannoulis, Nikolaos Myrtakis, Vassilis Christophides, Eric Simon, Ioannis Tsamardinos - Jan. 14, 2023
A Meta-level Analysis of Online Anomaly Detectors
The VLDB Journal

Chafik Samir, Ines Adouani - Jan. 1, 2023
Numerical algorithms for Spline Interpolation on Space of Probability Density Functions
Journal of Computational and Applied Mathematics

Benoit Albert, Violaine Antoine, Jonas Koko - Jan. 1, 2023
Optimisation de Fuzzy C-Means (FCM) clustering par la méthode des directions alternées (ADMM)
Extraction et Gestion des Connaissances (EGC)

Ahmed Bounekkar, Corine Cauvet, Cyrille Desmoulins, Daniel Marquie, Michel Schneider, Carine Souveyet, Cédric Teyssie - Dec. 31, 2022
A general model for competency repositories and its instantiation to the information systems domain
Cogent Education

Chady Jabbour, Anis Hoayek, Jean-Michel Salles - Dec. 21, 2022
Formalizing a Two-Step Decision-Making Process in Land Use: Evidence from Controlling Forest Clearcutting Using Spatial Information

Roxane Jouseau, Sébastien Salva, Chafik Samir - Nov. 24, 2022
On Studying the Effect of Data Quality on Classification Performances
Intelligent Data Engineering and Automated Learning - {IDEAL} 2022

All publications are here