Theme Data, Services, Intelligence

Presentation

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

Issam Khedher, Jean-Marie Favreau, Serge Miguet, Gilles Gesquière - Aug. 26, 2024
RGB2LST: Enhancing Deep Learning-Based Land Surface Temperature Estimation with Multi-Modality and Artifacts Removal
32nd European signal processing conference

Victor Charpenay, Steven Schockaert - Aug. 3, 2024
Capturing Knowledge Graphs and Rules with Octagon Embeddings
International Joint Conference on Artificial Intelligence (IJCAI 2024)

Fatma-Zohra Hannou Hannou, Victor Charpenay, Maxime Lefrançois, Catherine Roussey, Antoine Zimmermann, Fabien Gandon - July 1, 2024
La méthodologie ACIMOV pour l'intégration agile et continue des modules ontologiques
35èmes Journées francophones d'Ingénierie des Connaissances (IC 2024) - Plateforme d'intelligence artificielle (PFIA 2024)

Maxime Lefrançois, Catherine Roussey, Fatma-Zohra Hannou, Victor Charpenay - July 1, 2024
Intégration de SOSA/SSN, SAREF, et TD dans l’ontologie CoSWoT
35es Journées francophones d'Ingénierie des Connaissances (IC 2024) @ Plate-Forme Intelligence Artificielle (PFIA 2024)

Joel Mba Kouhoue, Maxime Lefrançois, Alexis Lesage, Jerry Lonlac, Arnaud Doniec, Stéphane Lecoeuche - July 1, 2024
Ontologie de Maintenance des Bâtiments et Capacités des Larges Modèles de Langage (LLM) pour le Peuplement
35es Journées francophones d'Ingénierie des Connaissances (IC 2024) @ Plate-Forme Intelligence Artificielle (PFIA 2024)

Mohadese Basirati, Saeed Najafi-Zangeneh, Mireille Batton-Hubert - June 30, 2024
Identify the most influential employees in Covid-19 Pandemic by A stochastic MILP influence maximization
33rd European Conference on Operational Reseach (EURO XXXIII)

Guillaume Levillain, P. Beaurepaire, Vincent Barra - June 23, 2024
Neural network-based probability density function identification
European Safety and Reliability Conference

Zehor Hounas, Maxime Lefrançois, Antoine Zimmermann, Bruno Traverson - June 13, 2024
Web of Simulation ontology (WoSO): Integration of Building Performance Simulations in IoT Systems
LDAC2024 - Linked Data in Architecture and Construction

Jarod Sue, Sébastien Salva - June 3, 2024
Sécurisation de services via des techniques de healing et d'encapsulations
AFADL 2024: Journées Approches Formelles dans l'Assistance au Développement de Logiciels

Gian-Michele Cherchi, Alain Dequidt, Arnaud Guillin, Nicolas Martzel, Patrice Hauret, Vincent Barra - June 1, 2024
ML-GLE: a machine learning enhanced Generalized Langevin equation framework for transient anomalous diffusion in polymer dynamics
Journal of Computational Physics

All publications are here