Scientific Diffusion

12 latest research papers

Towards Smarter Security Orchestration and Automatic Response for CPS and IoT
Conference Paper

Phu Nguyen, Rustem Dautov, Hui Song, Angel Rego, Eider Iturbe, Erkuden Rios, Diego Sagasti, Gonzalo Nicolas, Valeria Valdés, Wissam Mallouli, Ana Cavalli, Nicolas Ferry

Current security orchestration and response (SOAR) approaches have primarily focused on specific layers of systems…
INT PR P
Practical Computation of Graph VC-Dimension
Conference Paper

David Coudert, Mónika Csikós, Guillaume Ducoffe, Laurent Viennot

For any set system $H=(V,R), \ R \subseteq 2^V$, a subset $S \subseteq V$ is called \emph{shattered} if every $S…
INT PR P
Data-Driven Nonlinear System Identification of a Throttle Valve Using Koopman Representation
Conference Paper

Nicolas Bongiovanni, Bojan Mavkov, Renato Martins, Guillaume Allibert

Electrical Throttle Bodies (ETBs) are massively used in the automotive industry and their modeling and control are…
INT PR P
PyGraft: un outil Python pour la génération de schémas et graphes de connaissance synthétiques
Conference Paper

Nicolas Hubert, Pierre Monnin, Mathieu D’aquin, Davy Monticolo, Armelle Brun

Des graphes de connaissances (GCs) se sont imposés comme des benchmarks standards pour certaines tâches. Cependant…
PR P
Enrichissement de fonctions de perte avec contraintes de domaine et co-domaine pour la prédiction de liens dans les graphes de connaissance
Conference Paper

Nicolas Hubert, Pierre Monnin, Armelle Brun, Davy Monticolo

Knowledge graph embedding models used for link prediction are trained with loss functions w.r.t. a batch of labeled…
PR P
An Improved Bound for Equitable Proper Labellings
Conference Paper

Julien Bensmail, Clara Marcille

For every graph $G$ with size $m$ and no connected component isomorphic to $K_2$, we prove that, for…
INT PR
Label-Efficient 3D Object Detection For Road-Side Units
Conference Paper

Minh-Quan Dao, Holger Caesar, Julie Stephany Berrio, Mao Shan, Stewart Worrall, Vincent Frémont, Ezio Malis

Occlusion presents a significant challenge for safety-critical applications such as autonomous driving. Collaborative…
INT PR P
Reliable Risk Assessment and Management using Probabilistic Fusion of Predictive Inter-Distance Profile for Urban Autonomous Driving
Conference Paper

Emmanuel Alao, Lounis Adouane, Philippe Martinet

Autonomous driving in urban scenarios has become more challenging due to the increase in Personal Light Electric…
INT PR P
Characterizing Dynamic Functional Connectivity Subnetwork Contributions in Narrative Classification with Shapley Values
Preprint, Working Paper

Aurora Rossi, Yanis Aeschlimann, Samuel Deslauriers-Gauthier, Peter Ford Dominey

Functional connectivity derived from functional Magnetic Resonance Imaging (fMRI) data has been increasingly used to…
NeSy is alive and well: A LLM-driven symbolic approach for better code comment data generation and classification
Conference Paper

Hanna Abi Akl

We present a neuro-symbolic (NeSy) workflow combining a symbolic-based learning technique with a large language model…
INT PR P
Leanness Computation: Small Values and Special Graph Classes
Preprint, Working Paper

David Coudert, Samuel Coulomb, Guillaume Ducoffe

Let u and v be vertices in a connected graph G = (V, E). For any integer k such that 0 ≤ k ≤ dG (u, v), the k-slice Sk…
Les systèmes faiblement synchrones avec trois machines sont Turing-complets
Conference Paper

Cinzia Di Giusto, Davide Ferré, Étienne Lozes, Nicolas Nisse

Les automates finis communicants permettent de modéliser les systèmes distribués asynchrones à passage de messages…
INT PR P
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