29 citations
- Laboratoire de l'Informatique du ParallélismeFR12 papers
- Université de Versailles Saint-Quentin-en-YvelinesFR10 papers
- Université Paris-SaclayFR9 papers
- Centre National de la Recherche ScientifiqueFR5 papers
- Intel (United States)US4 papers
- Laboratoire de Chimie et Physique QuantiquesFR3 papers
- Université Toulouse III - Paul SabatierFR3 papers
- University of TwenteNL3 papers
- Atos (France)FR2 papers
- Centrale MéditerranéeFR2 papers
- Institut des Sciences Moléculaires de MarseilleFR2 papers
- Laboratoire de Recherche en InformatiqueFR2 papers
Showing 2025 · cs.LGShow all
3 papers · 2 filters
cs.LG2025★ 1 cited
Mixed Data Clustering Survey and Challenges
Maxence Choufa, Clement Cornet, Guillaume Guerard +2
The advent of the big data paradigm has transformed how industries manage and analyze information, ushering in an era of unprecedented data volume, velocity, and variety. Within th…
cs.LG2025
PretopoMD: Pretopology-based Mixed Data Hierarchical Clustering
Loup-Noe Levy, Guillaume Guerard, Sonia Djebali +1
This article presents a novel pretopology-based algorithm designed to address the challenges of clustering mixed data without the need for dimensionality reduction. Leveraging Disj…
cs.LG2025★ 1 cited
Hierarchical clustering of complex energy systems using pretopology
Loup-Noe Levy, Jeremie Bosom, Guillaume Guerard +3
This article attempts answering the following problematic: How to model and classify energy consumption profiles over a large distributed territory to optimize the management of bu…