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

Wissem Inoubli, Sabeur Aridhi, Haithem Mezni, Mondher Maddouri, Engelbert Mephu Nguifo - Sept. 1, 2022
A distributed and incremental algorithm for large-scale graph clustering
Future Generation Computer Systems

Yousouf Taghzouti, Antoine Zimmermann, Maxime Lefrançois - May 2, 2022
Content negotiation on the Web: State of the art


Victor Charpenay, Antoine Zimmermann, Maxime Lefrançois, Olivier Boissier - April 25, 2022
Hypermedea: A Framework for Web (of Things) Agents
Web Conference 2022 (WWW ’22 Companion)

Sk Imran Hossain, Isabelle Lebert, Olivier Lesens, Delphine Martineau, Engelbert Mephu Nguifo, Gwenaël Vourc'H, Jocelyn de Goër de Herve - March 22, 2022
Projet DAPPEM : Développement d'une APPlication d'identification des Erythèmes Migrants (signe cutané de maladie de Lyme) à partir de photographies
Journées Tiques et Maladies à Tiques

Sylvie Guillaume, Didier Macheboeuf - March 15, 2022
Association Rule Mining to Shortlist Plant Phenolic Compounds Likely to Decrease Methane Emissions by Ruminants


Radu Ciucanu, Anatole Delabrouille, Pascal Lafourcade, Marta Soare - Feb. 25, 2022
Secure Protocols for Best Arm Identification in Federated Stochastic Multi-Armed Bandits
IEEE Transactions on Dependable and Secure Computing

Radu Ciucanu, Pascal Lafourcade, Gael Marcadet, Marta Soare - Feb. 23, 2022
SAMBA: A Generic Framework for Secure Federated Multi-Armed Bandits
Journal of Artificial Intelligence Research

Timotheus Kampik, Adnane Mansour, Olivier Boissier, Sabrina Kirrane, Julian Padget, Terry Payne, Munindar Singh, Valentina Tamma, Antoine Zimmermann - Feb. 3, 2022
Governance of Autonomous Agents on the Web: Challenges and Opportunities
ACM Transactions on Internet Technology

Radu Ciucanu, Pascal Lafourcade, Marius Lombard-Platet, Marta Soare - Feb. 2, 2022
Secure protocols for cumulative reward maximization in stochastic multi-armed bandits
Journal of Computer Security

Aya Ferchichi, Ali Ben Abbes, Vincent Barra, Imed Riadh Farah - Jan. 1, 2022
Forecasting vegetation indices from spatio-temporal remotely sensed data using deep learning-based approaches: A systematic literature review
Ecological Informatics

All publications are here