23 citations
- Heuristics and Diagnostics for Complex SystemsFR2 papers
- Université de Technologie de CompiègneFR2 papers
- Biomécanique et BioingénierieFR1 paper
- Centre National de la Recherche ScientifiqueFR1 paper
- Institut Polytechnique de ParisFR1 paper
- Monash UniversityAU1 paper
- Natural Sciences and Engineering Research Council of CanadaCA1 paper
- Renault (France)FR1 paper
- Télécom SudParisFR1 paper
5 papers
Embedding Birth-Death Processes within a Dynamic Stochastic Block Model
Gabriela Bayolo Soler, Miraine Dávila Felipe, Ghislaine Gayraud
Statistical clustering in dynamic networks aims to identify groups of nodes with similar or distinct internal connectivity patterns as the network evolves over time. While early re…
Home monitoring for frailty detection through sound and speaker diarization analysis
Yannis Tevissen, Dan Istrate, Vincent Zalc +4
As the French, European and worldwide populations are aging, there is a strong interest for new systems that guarantee a reliable and privacy preserving home monitoring for frailty…
On a federated architecture for utilizing domain-specific descriptive models. (Poster)
Freddy Kamdem Simo, Dominique Ernadote, Dominique Lenne
In a Systems Engineering setting, various models are produced using a variety of methods and tools. Focusing on a type of models -- called descriptive models -- which we shall desc…
Driving among Flatmobiles: Bird-Eye-View occupancy grids from a monocular camera for holistic trajectory planning
Abdelhak Loukkal, Yves Grandvalet, Tom Drummond +1
Camera-based end-to-end driving neural networks bring the promise of a low-cost system that maps camera images to driving control commands. These networks are appealing because the…
An Efficient Approach to Sparse Linear Discriminant Analysis
Luis Francisco Sanchez Merchante, Yves Grandvalet, Gerrad Govaert
We present a novel approach to the formulation and the resolution of sparse Linear Discriminant Analysis (LDA). Our proposal, is based on penalized Optimal Scoring. It has an exact…