Theme Data, Services, Intelligence
Presentation
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
Evidential clustering for categorical data
Alice Othmani, Fakhri Torkhani, Jean-Marie Favreau - Feb. 7, 2020
3D Geometric salient patterns analysis on 3D meshes
Sébastien Salva, Elliott Blot - Jan. 2, 2020
Model generation of component-based systems
Software Quality Journal
Nicolas Wagner, Violaine Antoine, Marie Madeleine Richard, Romain Lardy, Mathieu Silberberg, Jonas Koho, Isabelle Veissier - Jan. 1, 2020
Machine learning to detect behavioural anomalies in dairy cows under subacute ruminal acidosis
Computers and Electronics in Agriculture
Michael Mbouopda, Engelbert Mephu Nguifo - Dec. 10, 2019
Classification des Séries Temporelles Incertaines par Transformation Shapelet
Jiarui Xie, Violaine Antoine - Dec. 2, 2019
On a New Evidential C-Means Algorithm with Instance-Level Constraints
J. Braga, Chafik Samir, L. Risser, J. Dumoncel, D. Descouens, J. Thackeray, P. Balaresque, A. Oettlé, J.-M. Loubes, A. Fradi - Dec. 1, 2019
Cochlear shape reveals that the human organ of hearing is sex-typed from birth
Scientific Reports
Radu Ciucanu, Pascal Lafourcade, Marius Lombard-Platet, Marta Soare - Nov. 26, 2019
Secure Best Arm Identification in Multi-Armed Bandits
ISPEC 2019 : The 15th International Conference on Information Security Practice and Experience
Gauthier Fillières-Riveau, Vincent Barra, Jean-Marie Favreau, Guillaume Touya - Nov. 13, 2019
Enrichissement d'orthophotographie par des données OpenStreetMap pour l'apprentissage machine
SAGEO
Vincent Barra, Veronique Delouille - Sept. 16, 2019
Image-to-image translation model to generate magnetogram out of EUV images
Machine Learning in Heliophysics
All publications are here
Projects
ACTIVmap
AUDACE - Limos
Qualihealth
NeuroDeRisk
STAM
HACCEScol
Internet of Things Audit
Profan
DIRE
ATTRIHUM
EP3C
SMART-eDOL
Thèse : APPRENTISSAGE PROFOND MULTIMODAL POUR L'INTERROGATION DE DOCUMENTS HETEROGENES
IBC : Intégration de Bases de Connaissances pour le Système de Combat Aérien Futur Projet