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

Isaac Wilfried Sanou, Julien Baderot, Ali Hallal, Vincent Barra, Johann Foucher - June 4, 2025
Deep Learning-Based on Feature Enhancement Module for Outer and Inner Object Segmentation in Semiconductor Images: Applications in Annotation and Metrology
17th International Conference on Quality Control by Artificial Vision (QCAV)

Jinane Jouni, Anis Hoayek, Aline Mefleh, Mireille Batton-Hubert - June 2, 2025
Exploring Climate Change Through the Lens of Records Theory
56eme journees de Statistique de la SFdS

Warith Eddine Djeddi, Sadok Ben Yahia, Engelbert Mephu Nguifo - May 25, 2025
A Degree Centrality-Enhanced Computational Approach for Local Network Alignment Leveraging Knowledge Graph Embeddings
Expert Systems with Applications

Fernando Núñez-Regueiro, Nicolas B Verger, Pascal Bressoux, Anatolia Batruch, Marinette Bouet, Marco Bressan, Genavee Brown, Fabrizio Butera, Anthony Cherbonnier, Céline Darnon, Marie Demolliens, Anne-Laure de Place, Olivier Desrichard, Luc Goron, Brivael Hémon, Pascal Huguet, Eric Jamet, Vincent Mazenod, Nathalie Mella-Barraco, Estelle Michinov, Nicolas Michinov, Nana Ofosu, Laurine Peter, Céline Poletti, Isabelle Régner, Mathilde Riant, Anaïs Robert, Ocyna Rudmann, Camille Sanrey, Arnaud Stanczak, Farouk Toumani, Emilio Paolo Visintin, Pascal Pansu - May 22, 2025
How teacher autonomy support and student creativity jointly contribute to self-regulated learning: a dynamic, person-environment fit perspective
Thinking Skills and Creativity

Victor Charpenay - May 15, 2025
Sobriété et responsabilité de l’IA
Défis et recherche en IA

Armel Soubeiga, Violaine Antoine, Sylvain Moreno - May 9, 2025
Comparative analysis of multidimensional sequential trajectories clustering methods


Bruno Guillon, Luca Prigioniero, Javad Taheri - April 29, 2025
Nondeterminism makes unary 1-limited automata concise


Rida Kheirallah, Anis Hoayek, Mireille Batton-Hubert - April 13, 2025
Anomaly Detection in a Production Line: Statistical Learning Approach and Industrial Application
58th Conference on Manufacturing Systems - CMS 2025

Lina Nachabe - April 3, 2025
Omega-X Common Semantic Data Model
Workshop DSSC (Data Spaces Support Centre)

Imad Anis Kheffache, Marina Krémé, Arthur Kramer, Mireille Batton-Hubert - March 20, 2025
Combining Spectral Analysis and Optimal Transport for Anomaly Detection


All publications are here