Comparative Evaluation of Clustered Federated Learning Method

Autor: Ali, Michael Ben, El-Rifai, Omar, Megdiche, Imen, Peninou, André, Teste, Olivier

Publikováno v: The 2nd IEEE International Conference on Federated Learning Technologies and Applications (FLTA24), Sep 2024, Valencia (Espagne), Spain

Over recent years, Federated Learning (FL) has proven to be one of the most promising methods of distributed learning which preserves data privacy. As the method evolved and was confronted to various real-world scenarios, new challenges have emerged.

Externí odkaz: http://arxiv.org/abs/2410.14212

Improving vehicle re‐identification using CNN latent spaces: Metrics comparison and track‐to‐track extension

Autor: Geoffrey Roman‐Jimenez, Patrice Guyot, Thierry Malon, Sylvie Chambon, Vincent Charvillat, Alain Crouzil, André Péninou, Julien Pinquier, Florence Sedes, Christine Sénac

Publikováno v: IET Computer Vision, Vol 15, Iss 2, Pp 85-98 (2021)

Abstract Herein, the problem of vehicle re‐identification using distance comparison of images in CNN latent spaces is addressed. First, the impact of the distance metrics, comparing performances obtained with different metrics is studied: the minim

Externí odkaz: https://doaj.org/article/3d08c208c09a4e37bae1ad67f708456f

Schema-independent querying for heterogeneous collections in NoSQL document stores

Autor: Ben Hamadou, Hamdi, Ghozzi, Faiza, Péninou, André, Teste, Olivier

Publikováno v: In Information Systems November 2019 85:48-67

AMADEUS: an adaptive multi-agent system to learn a user’s recurring actions in ambient systems

Autor: André PÉNINOU, Valérie CAMPS, Valérian GUIVARCH

Publikováno v: Advances in Distributed Computing and Artificial Intelligence Journal, Vol 1, Iss 3, Pp 1-10 (2013)

Ambient systems are characterized by their dynamics and their huge complexity.An important issue in this field is their capability to provide a relevant behaviour in order to satisfy users involved. Multi-agent systems, because of their ability to de

Externí odkaz: https://doaj.org/article/48b23cab154640c4a950ce2c193719cd

Etudes énergétiques des parois rayonnantes réalisées en brique HELIOTERRE

Autor: Soveja, Adriana, Péninou, André, Bossche., Adrien van den, Val, Thierry, Alhalel, Thierry

Publikováno v: Congrès National de la Recherche des IUT (CNRIUT 2021)
Congrès National de la Recherche des IUT (CNRIUT 2021), ADIUT : Assemblée des Directeurs d'IUT, Jun 2021, Lyon (en ligne), France

National audience; L'efficacité énergétique des bâtiments passe par le choix des matériaux utilisés dans leur construction tout en tenant compte de l'environnement. Il est bien connu que l'utilisation des briques de terre crue pour la construct

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::0658146957e75088d118796c14bcf456
https://hal.science/hal-03196608/document